From 4601bdf76c17cd49293f7e02f246528d8c83edaa Mon Sep 17 00:00:00 2001 From: Alberto Pettarin Date: Wed, 12 Aug 2015 11:18:41 +0200 Subject: [PATCH] Added Python C extensions cdtw and cmfcc. Code cleanup. RATEAGGRESSIVE and OFFSET boundary adj algos. Code cleanup. Added Python C Extension for computing the DTW, and supporting scripts to install/compile it Added unit test for cdtw Added cmfcc and the Python-C-Python glue code. TODO: testing. C code cleanup Added unit tests for cmfcc and AbstractWave Moved MFCC extraction code into AudioFile. Added OFFSET and RATEAGGRESSIVE boundary adj algos. Added tools.extract_mfcc Code cleanups. Most of the planned long tests done. Ready to release as v1.1.0. --- .gitignore | 2 + README.md | 23 +- README.txt | 24 +- VERSION | 2 +- aeneas/__init__.py | 6 +- aeneas/adjustboundaryalgorithm.py | 495 ++++++++++----- aeneas/analyzecontainer.py | 27 +- aeneas/audiofile.py | 129 +++- aeneas/cdtw.c | 635 +++++++++++++++++++ aeneas/cdtw_setup.py | 50 ++ aeneas/cmfcc.c | 528 +++++++++++++++ aeneas/cmfcc_setup.py | 50 ++ aeneas/container.py | 36 +- aeneas/dtw.py | 441 +++++++------ aeneas/espeakwrapper.py | 10 +- aeneas/executejob.py | 22 +- aeneas/executetask.py | 52 +- aeneas/ffmpegwrapper.py | 11 +- aeneas/ffprobewrapper.py | 16 +- aeneas/globalconstants.py | 106 ++-- aeneas/globalfunctions.py | 53 +- aeneas/hierarchytype.py | 5 +- aeneas/idsortingalgorithm.py | 7 +- aeneas/job.py | 15 +- aeneas/language.py | 5 +- aeneas/logger.py | 13 +- aeneas/syncmap.py | 9 +- aeneas/synthesizer.py | 8 +- aeneas/task.py | 113 ++-- aeneas/tests/__init__.py | 5 +- aeneas/tests/res/cdtw/mfcc1_53 | 12 + aeneas/tests/res/cdtw/mfcc2_53 | 12 + aeneas/tests/res/cmfcc/audio.wav | Bin 0 -> 4698190 bytes aeneas/tests/res/cmfcc/mfcc_c | 13 + aeneas/tests/res/cmfcc/mfcc_py | 13 + aeneas/tests/test_adjustboundaryalgorithm.py | 68 +- aeneas/tests/test_audiofile.py | 39 +- aeneas/tests/test_cdtw.py | 45 ++ aeneas/tests/test_cmfcc.py | 46 ++ aeneas/tests/test_syncmap.py | 2 +- aeneas/tests/test_validator.py | 15 + aeneas/textfile.py | 17 +- aeneas/tools/__init__.py | 6 +- aeneas/tools/espeak_wrapper.py | 7 +- aeneas/tools/execute_job.py | 9 +- aeneas/tools/execute_task.py | 11 +- aeneas/tools/extract_mfcc.py | 55 ++ aeneas/tools/ffmpeg_wrapper.py | 7 +- aeneas/tools/ffprobe_wrapper.py | 7 +- aeneas/tools/read_audio.py | 8 +- aeneas/tools/read_text.py | 11 +- aeneas/tools/run_vad.py | 16 +- aeneas/tools/validate.py | 9 +- aeneas/vad.py | 47 +- aeneas/validator.py | 31 +- check_dependencies.py | 137 ++-- compile_c_extensions.sh | 25 + docs/source/changelog.rst | 14 + docs/source/conf.py | 12 +- docs/source/index.rst | 1 + install_dependencies.sh | 11 + run_all_unit_tests.sh | 11 + setup.py | 20 +- 63 files changed, 2931 insertions(+), 704 deletions(-) create mode 100644 aeneas/cdtw.c create mode 100644 aeneas/cdtw_setup.py create mode 100644 aeneas/cmfcc.c create mode 100644 aeneas/cmfcc_setup.py create mode 100644 aeneas/tests/res/cdtw/mfcc1_53 create mode 100644 aeneas/tests/res/cdtw/mfcc2_53 create mode 100644 aeneas/tests/res/cmfcc/audio.wav create mode 100644 aeneas/tests/res/cmfcc/mfcc_c create mode 100644 aeneas/tests/res/cmfcc/mfcc_py create mode 100644 aeneas/tests/test_cdtw.py create mode 100644 aeneas/tests/test_cmfcc.py create mode 100644 aeneas/tools/extract_mfcc.py create mode 100644 compile_c_extensions.sh diff --git a/.gitignore b/.gitignore index 497334f6..0e90f6af 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,8 @@ *.py[cdo] *.swp +*.so MANIFEST +aeneas/build bak dist docs/build diff --git a/README.md b/README.md index 211a05f3..29be3c66 100644 --- a/README.md +++ b/README.md @@ -2,8 +2,8 @@ **aeneas** is a Python library and a set of tools to automagically synchronize audio and text. -* Version: 1.0.4 -* Date: 2015-08-09 +* Version: 1.1.0 +* Date: 2015-08-21 * Developed by: [ReadBeyond](http://www.readbeyond.it/) * Lead Developer: [Alberto Pettarin](http://www.albertopettarin.it/) * License: the GNU Affero General Public License Version 3 (AGPL v3) @@ -85,6 +85,7 @@ for example using [aeneas-vagrant](https://github.com/readbeyond/aeneas-vagrant) $ git clone https://github.com/readbeyond/aeneas.git $ cd aeneas $ pip install -r requirements.txt +$ bash compile_c_extensions.sh $ python check_dependencies.py ``` @@ -99,11 +100,16 @@ If you get an error, try running the $ sudo bash install_dependencies.sh ``` -and then try running `check_dependencies.py` again. +and then try running `compile_c_extensions.sh` and `check_dependencies.py` again. + +If you are a Windows user, please read +[these directions](https://groups.google.com/d/msg/aeneas-forced-alignment/p9cb1FA0X0I/8phzUgIqBAAJ), +written by Richard Margetts. Alternatively, consider using the [Vagrant box](http://www.vagrantup.com) created by [aeneas-vagrant](https://github.com/readbeyond/aeneas-vagrant). + ## Usage 1. Clone this GitHub repo: @@ -111,6 +117,7 @@ created by [aeneas-vagrant](https://github.com/readbeyond/aeneas-vagrant). ```bash $ git clone https://github.com/readbeyond/aeneas.git $ cd aeneas + $ bash compile_c_extensions.sh ``` 2. To compute a SMIL synchronization map `map.smil` for a pair @@ -168,6 +175,8 @@ Tutorial: [A Practical Introduction To The aeneas Package](http://www.albertopet Mailing list: [https://groups.google.com/d/forum/aeneas-forced-alignment](https://groups.google.com/d/forum/aeneas-forced-alignment) +Changelog: [http://www.readbeyond.it/aeneas/docs/changelog.html](http://www.readbeyond.it/aeneas/docs/changelog.html) + ## Supported Features @@ -181,20 +190,19 @@ Mailing list: [https://groups.google.com/d/forum/aeneas-forced-alignment](https: * Robust against misspelled/mispronounced words, local rearrangements of words, background noise/sporadic spikes * Code suitable for a Web app deployment (e.g., on-demand AWS instances) * Adjustable splitting times, including a max character/second constraint for CC applications +* MFCC and DTW computed as Python C extensions to reduce the processing time ## Limitations and Missing Features * Audio should match the text: large portions of spurious text or audio might produce a wrong sync map * Audio is assumed to be spoken: not suitable/YMMV for song captioning -* Offline (i.e., not real time/near real time) approach * DTW computation is memory hungry * No protection against memory trashing ## TODO List -* Improving the speed of the code, especially when Sakoe-Chiba kicks in * Improving robustness against music in background * Isolate non-speech intervals (music, prolonged silence) * Automated text fragmentation based on audio analysis @@ -203,7 +211,7 @@ Mailing list: [https://groups.google.com/d/forum/aeneas-forced-alignment](https: * Improving (removing?) dependency from `espeak`, `ffmpeg`, `ffprobe` executables * Multilevel sync map granularity (e.g., multilevel SMIL output) * Supporting input text encodings other than UTF-8 -* Adding (testing) more languages +* Adding (i.e., testing) more languages * Better documentation * Testing other approaches, like HMM * Publishing the package on PyPI @@ -336,6 +344,8 @@ and a Web application **May 2015**: release of this package on GitHub +**August 2015**: release of v1.1.0, including Python C extensions +to speed the computation of audio/text alignment up ## Acknowledgments @@ -350,3 +360,4 @@ helped shaping the structure of this package for its asynchronous usage. + diff --git a/README.txt b/README.txt index 7837639c..a73fc462 100644 --- a/README.txt +++ b/README.txt @@ -4,8 +4,8 @@ aeneas **aeneas** is a Python library and a set of tools to automagically synchronize audio and text. -- Version: 1.0.4 -- Date: 2015-08-09 +- Version: 1.1.0 +- Date: 2015-08-21 - Developed by: `ReadBeyond `__ - Lead Developer: `Alberto Pettarin `__ - License: the GNU Affero General Public License Version 3 (AGPL v3) @@ -92,6 +92,7 @@ Installation $ git clone https://github.com/readbeyond/aeneas.git $ cd aeneas $ pip install -r requirements.txt + $ bash compile_c_extensions.sh $ python check_dependencies.py If the last command prints a success message, you have all the required @@ -105,7 +106,12 @@ If you get an error, try running the `provided $ sudo bash install_dependencies.sh -and then try running ``check_dependencies.py`` again. +and then try running ``compile_c_extensions.sh`` and +``check_dependencies.py`` again. + +If you are a Windows user, please read `these +directions `__, +written by Richard Margetts. Alternatively, consider using the `Vagrant box `__ created by @@ -120,6 +126,7 @@ Usage $ git clone https://github.com/readbeyond/aeneas.git $ cd aeneas + $ bash compile_c_extensions.sh 2. To compute a SMIL synchronization map ``map.smil`` for a pair (``audio.mp3``, ``text.txt``), you can run: @@ -177,6 +184,8 @@ Package = 0: + offset = min(value, current[1] - current[0]) + else: + offset = -min(-value, previous[1] - previous[0]) + previous[1] += offset + current[0] += offset + except: + self._log("Exception in _adjust_offset: returning text_map unchanged") return self.text_map def _adjust_percent(self): @@ -151,16 +203,16 @@ def _adjust_on_nsi(self, new_time_function): for index in range(len(self.text_map) - 1): current_boundary = self.text_map[index][1] self._log(["current_boundary: %.3f", current_boundary]) - # the -/+ 0.001 tolerance comparison seems necessary + # the tolerance comparison seems necessary while ( (nsi_index < len(self.nonspeech)) and - (self.nonspeech[nsi_index][1] + 0.001 <= current_boundary) + (self.nonspeech[nsi_index][1] + self.TOLERANCE <= current_boundary) ): nsi_index += 1 nsi = None if ( (nsi_index < len(self.nonspeech)) and - (current_boundary >= self.nonspeech[nsi_index][0] - 0.001) + (current_boundary >= self.nonspeech[nsi_index][0] - self.TOLERANCE) ): nsi = self.nonspeech[nsi_index] nsi_index += 1 @@ -182,16 +234,18 @@ def _adjust_on_nsi(self, new_time_function): self._log(" no nonspeech interval found: no adjustment performed") return self.text_map - def _time_in_interval(self, time, start, end): - return (time >= start) and (time <= end) - def _len(self, string): - # return the length of the string - # if more than 2 times the max_rate, - # one space will become a newline - # hence we do not count it - # e.g., max_rate = 21 => max 42 chars per line - # + """ + Return the length of the given string. + If it is greater than 2 times the max_rate, + one space will become a newline, + and hence we do not count it + (e.g., max_rate = 21 => max 42 chars per line). + + :param string: the string to be counted + :type string: string + :rtype: int + """ # TODO this should depend on the number of lines # in the text fragment; current code assumes # at most 2 lines of at most max_rate characters each @@ -203,37 +257,114 @@ def _len(self, string): length -= 1 return length + def _time_in_interval(self, time, start, end): + """ + Decides whether the given time is within the given interval. + + :param time: a time value + :type time: float + :param start: the start of the interval + :type start: float + :param end: the end of the interval + :type end: float + :rtype: bool + """ + return (time >= start) and (time <= end) + # TODO a more efficient search (e.g., binary) is possible - # the -/+ 0.001 tolerance comparison seems necessary + # the tolerance comparison seems necessary def _find_interval_containing(self, intervals, time): + """ + Return the interval containing the given time, + or None if no such interval exists. + + :param intervals: a list of time intervals + [[s_1, e_1], ..., [s_k, e_k]] + :type intervals: list of lists + :param time: a time value + :type time: float + :rtype: a time interval ``[s, e]`` or ``None`` + """ for interval in intervals: - start = interval[0] - 0.001 - end = interval[1] + 0.001 + start = interval[0] - self.TOLERANCE + end = interval[1] + self.TOLERANCE if self._time_in_interval(time, start, end): return interval return None - def _compute_rate(self, fragment=None, start=None, end=None, num=None): - if fragment: - start = fragment[0] - end = fragment[1] - num = self._len(fragment[3]) + def _compute_rate_raw(self, start, end, length): + """ + Compute the rate of a fragment, that is, + the number of characters per second. + + :param start: the start time + :type start: float + :param end: the end time + :type end: float + :param length: the number of character (possibly adjusted) of the text + :type length: int + :rtype: float + """ duration = end - start if duration > 0: - return num / (end - start) + return length / duration return 0 - def _adjust_rate(self): + def _compute_rate(self, index): + """ + Compute the rate of a fragment, that is, + the number of characters per second. + + :param index: the index of the fragment in the text map + :type index: int + :rtype: float + """ + if (index < 0) or (index >= len(self.text_map)): + return 0 + fragment = self.text_map[index] + start = fragment[0] + end = fragment[1] + length = self._len(fragment[3]) + return self._compute_rate_raw(start, end, length) + + def _compute_slack(self, index): + """ + Return the slack of a fragment, that is, + the difference between the current duration + of the fragment and the duration it should have + if its rate was exactly self.max_rate + + If the slack is positive, the fragment + can be shrinken; if the slack is negative, + the fragment should be stretched. + + The returned value can be None, + in case the index is out of self.text_map bounds. + + :param index: the index of the fragment in the text map + :type index: int + :rtype: float + """ + if (index < 0) or (index >= len(self.text_map)): + return None + fragment = self.text_map[index] + start = fragment[0] + end = fragment[1] + length = self._len(fragment[3]) + duration = end - start + return duration - (length / self.max_rate) + + def _adjust_rate(self, aggressive=False): try: self.max_rate = float(self.value) except: - pass + pass faster = [] # TODO numpy-fy this loop? for index in range(len(self.text_map)): fragment = self.text_map[index] self._log(["Fragment %d", index]) - rate = self._compute_rate(fragment=fragment) + rate = self._compute_rate(index) self._log([" %.3f %.3f => %.3f", fragment[0], fragment[1], rate]) if rate > self.max_rate: self._log(" too fast") @@ -245,132 +376,202 @@ def _adjust_rate(self): if len(faster) == 0: self._log(["No fragment faster than max rate %.3f", self.max_rate]) - #return text_map + return self.text_map # TODO numpy-fy this loop? # try fixing faster fragments + self._log("Fixing faster fragments...") for index in faster: - self._log(["Faster fragment %d", index]) - # determine which direction we can expand the fragment - expand_back = True - expand_forward = True - if index == 0: - self._log("first fragment => only choice is expanding forward") - expand_back = False - if index == len(self.text_map) - 1: - self._log("last fragment => only choice is expanding backward") - expand_forward = False - if (index + 1) in faster: - self._log("the next one is also faster => only choice is expanding backward") - expand_forward = False - # try to fix the current faster fragment - succeeded = False - if expand_back: - # first, try expading backward, if possible + self._log(["Fixing faster fragment %d ...", index]) + if aggressive: try: - self._log(" Trying to expand backward") - succeeded = self._expand_backward(index) + self._rateaggressive_fix_fragment(index) except: - self._log("Exception in _expand_backward") - if (not succeeded) and (expand_forward): - # if not succeeded, try expanding forward, if possible + self._log("Exception in _rateaggressive_fix_fragment") + else: try: - self._log(" Trying to expand forward") - succeeded = self._expand_forward(index) + self._rate_fix_fragment(index) except: - self._log("Exception in _expand_forward") - if not succeeded: - self._log(["Not succeeded in fixing fragment %d", index]) - + self._log("Exception in _rate_fix_fragment") + self._log(["Fixing faster fragment %d ... done", index]) + self._log("Fixing faster fragments... done") return self.text_map - # TODO unify with _expand_forward - def _expand_backward(self, index): - self._log(["Expanding backward fragment %d", index]) - previous = self.text_map[index - 1] - previous_rate = self._compute_rate(fragment=previous) - self._log([" previous: %.3f %.3f => %.3f", previous[0], previous[1], previous_rate]) + def _rate_fix_fragment(self, index): + """ + Fix index-th fragment using the rate algorithm (standard variant). + """ + succeeded = False current = self.text_map[index] - current_rate = self._compute_rate(fragment=current) - self._log([" current: %.3f %.3f => %.3f", current[0], current[1], current_rate]) - nsi = self._find_interval_containing(self.nonspeech, current[0]) - if nsi: - if nsi[0] > previous[0]: - self._log([" found suitable nsi starting at %.3f", nsi[0]]) - new_boundary = current[0] - satisfied = False - # TODO can we perform a direct computation - # to find the "optimal" boundary? - while (not satisfied) and (nsi[0] <= new_boundary): - self._log([" evaluating new_boundary at %.3f", new_boundary]) - if self._compute_rate(start=previous[0], end=new_boundary, num=len(previous[3])) <= self.max_rate: - if self._compute_rate(start=new_boundary, end=current[1], num=len(current[3])) <= self.max_rate: - self._log(" current rate satisfied") - satisfied = True - else: - self._log(" current rate not satisfied") - new_boundary -= 0.001 + current_start = current[0] + current_end = current[1] + current_rate = self._compute_rate(index) + previous_slack = self._compute_slack(index - 1) + current_slack = self._compute_slack(index) + next_slack = self._compute_slack(index + 1) + if previous_slack is not None: + previous = self.text_map[index - 1] + self._log([" previous: %.3f %.3f => %.3f", previous[0], previous[1], self._compute_rate(index - 1)]) + self._log([" previous slack: %.3f", previous_slack]) + if current_slack is not None: + self._log([" current: %.3f %.3f => %.3f", current_start, current_end, current_rate]) + self._log([" current slack: %.3f", current_slack]) + if next_slack is not None: + nextf = self.text_map[index] + self._log([" next: %.3f %.3f => %.3f", nextf[0], nextf[1], self._compute_rate(index + 1)]) + self._log([" next slack: %.3f", next_slack]) + + # try expanding into the previous fragment + new_start = current_start + new_end = current_end + if (previous_slack is not None) and (previous_slack > 0): + self._log(" can expand into previous") + nsi = self._find_interval_containing(self.nonspeech, current[0]) + previous = self.text_map[index - 1] + if nsi is not None: + if nsi[0] > previous[0]: + self._log([" found suitable nsi: %.3f %.3f", nsi[0], nsi[1]]) + previous_slack = min(current[0] - nsi[0], previous_slack) + self._log([" previous slack after min: %.3f", previous_slack]) + if previous_slack + current_slack >= 0: + self._log(" enough slack to completely fix") + steal_from_previous = -current_slack + succeeded = True + else: + self._log(" not enough slack to completely fix") + steal_from_previous = previous_slack + new_start = current_start - steal_from_previous + self.text_map[index - 1][1] = new_start + self.text_map[index][0] = new_start + new_rate = self._compute_rate(index) + self._log([" old: %.3f %.3f => %.3f", current_start, current_end, current_rate]) + self._log([" new: %.3f %.3f => %.3f", new_start, new_end, new_rate]) + else: + self._log(" nsi found is not suitable") + else: + self._log(" no nsi found") + else: + self._log(" cannot expand into previous") + + if succeeded: + self._log(" succeeded: returning") + return + + # recompute current fragment + current_rate = self._compute_rate(index) + current_slack = self._compute_slack(index) + current_rate = self._compute_rate(index) + + # try expanding into the next fragment + new_start = current_start + new_end = current_end + if (next_slack is not None) and (next_slack > 0): + self._log(" can expand into next") + nsi = self._find_interval_containing(self.nonspeech, current[1]) + previous = self.text_map[index - 1] + if nsi is not None: + if nsi[0] > previous[0]: + self._log([" found suitable nsi: %.3f %.3f", nsi[0], nsi[1]]) + next_slack = min(nsi[1] - current[1], next_slack) + self._log([" next slack after min: %.3f", next_slack]) + if next_slack + current_slack >= 0: + self._log(" enough slack to completely fix") + steal_from_next = -current_slack + succeeded = True else: - self._log(" previous rate not satisfied") - break - new_boundary = max(new_boundary, nsi[0]) - self.text_map[index - 1][1] = new_boundary - self.text_map[index][0] = new_boundary - self._log([" new boundary set at %.3f", new_boundary]) - self._log([" new previous rate %.3f", self._compute_rate(fragment=self.text_map[index - 1])]) - self._log([" new current rate %.3f", self._compute_rate(fragment=self.text_map[index])]) - self._log([" current fragment fixed? %d", satisfied]) - return satisfied + self._log(" not enough slack to completely fix") + steal_from_next = next_slack + new_end = current_end + steal_from_next + self.text_map[index][1] = new_end + self.text_map[index + 1][0] = new_end + new_rate = self._compute_rate(index) + self._log([" old: %.3f %.3f => %.3f", current_start, current_end, current_rate]) + self._log([" new: %.3f %.3f => %.3f", new_start, new_end, new_rate]) + else: + self._log(" nsi found is not suitable") else: - self._log(" nsi found is not suitable") + self._log(" no nsi found") else: - self._log(" no nsi found") - self._log(" current fragment not fixed") - return False + self._log(" cannot expand into next") + + if succeeded: + self._log(" succeeded: returning") + return - # TODO unify with _expand_backward - def _expand_forward(self, index): - self._log(["Expanding forward fragment %d", index]) + self._log(" not succeeded, returning") + + def _rateaggressive_fix_fragment(self, index): + """ + Fix index-th fragment using the rate algorithm (aggressive variant). + """ current = self.text_map[index] - current_rate = self._compute_rate(fragment=current) - self._log([" current: %.3f %.3f => %.3f", current[0], current[1], current_rate]) - nextf = self.text_map[index + 1] - nextf_rate = self._compute_rate(fragment=nextf) - self._log([" next: %.3f %.3f => %.3f", nextf[0], nextf[1], nextf_rate]) - nsi = self._find_interval_containing(self.nonspeech, current[1]) - if nsi: - if nsi[1] < nextf[1]: - self._log([" found suitable nsi ending at %.3f", nsi[1]]) - new_boundary = current[1] - satisfied = False - # TODO can we perform a direct computation - # to find the "optimal" boundary? - while (not satisfied) and (new_boundary <= nsi[1]): - self._log([" evaluating new_boundary at %.3f", new_boundary]) - if self._compute_rate(start=new_boundary, end=nextf[1], num=len(nextf[3])) <= self.max_rate: - if self._compute_rate(start=current[0], end=new_boundary, num=len(current[3])) <= self.max_rate: - self._log(" current rate satisfied") - satisfied = True - else: - self._log(" current rate not satisfied") - new_boundary += 0.001 - else: - self._log(" next rate not satisfied") - break - new_boundary = min(new_boundary, nsi[1]) - self.text_map[index][1] = new_boundary - self.text_map[index + 1][0] = new_boundary - self._log([" new boundary set at %.3f", new_boundary]) - self._log([" new current rate %.3f", self._compute_rate(fragment=self.text_map[index])]) - self._log([" new next rate %.3f", self._compute_rate(fragment=self.text_map[index + 1])]) - self._log([" current fragment fixed? %d", satisfied]) - return satisfied + current_start = current[0] + current_end = current[1] + current_rate = self._compute_rate(index) + previous_slack = self._compute_slack(index - 1) + current_slack = self._compute_slack(index) + next_slack = self._compute_slack(index + 1) + if previous_slack is not None: + self._log([" previous slack: %.3f", previous_slack]) + if current_slack is not None: + self._log([" current slack: %.3f", current_slack]) + if next_slack is not None: + self._log([" next slack: %.3f", next_slack]) + steal_from_previous = 0 + steal_from_next = 0 + if ( + (previous_slack is not None) and + (next_slack is not None) and + (previous_slack > 0) and + (next_slack > 0) + ): + self._log(" can expand into both previous and next") + total_slack = previous_slack + next_slack + self._log([" total slack: %.3f", total_slack]) + if total_slack + current_slack >= 0: + self._log(" enough total slack to completely fix") + # partition the needed slack proportionally + previous_percentage = previous_slack / total_slack + self._log([" previous percentage: %.3f", previous_percentage]) + steal_from_previous = -current_slack * previous_percentage + steal_from_next = -current_slack - steal_from_previous + else: + self._log(" not enough total slack to completely fix") + # consume all the available slack + steal_from_previous = previous_slack + steal_from_next = next_slack + elif (previous_slack is not None) and (previous_slack > 0): + self._log(" can expand into previous only") + if previous_slack + current_slack >= 0: + self._log(" enough previous slack to completely fix") + steal_from_previous = -current_slack + else: + self._log(" not enough previous slack to completely fix") + steal_from_previous = previous_slack + elif (next_slack is not None) and (next_slack > 0): + self._log(" can expand into next only") + if next_slack + current_slack >= 0: + self._log(" enough next slack to completely fix") + steal_from_next = -current_slack else: - self._log(" nsi found is not suitable") + self._log(" not enough next slack to completely fix") + steal_from_next = next_slack else: - self._log(" no nsi found") - self._log(" current fragment not fixed") - return False + self._log([" fragment %d cannot be fixed", index]) + + self._log([" steal from previous: %.3f", steal_from_previous]) + self._log([" steal from next: %.3f", steal_from_next]) + new_start = current_start - steal_from_previous + new_end = current_end + steal_from_next + if index - 1 >= 0: + self.text_map[index - 1][1] = new_start + self.text_map[index][0] = new_start + self.text_map[index][1] = new_end + if index + 1 < len(self.text_map): + self.text_map[index + 1][0] = new_end + new_rate = self._compute_rate(index) + self._log([" old: %.3f %.3f => %.3f", current_start, current_end, current_rate]) + self._log([" new: %.3f %.3f => %.3f", new_start, new_end, new_rate]) diff --git a/aeneas/analyzecontainer.py b/aeneas/analyzecontainer.py index 3202bcfc..a938498e 100644 --- a/aeneas/analyzecontainer.py +++ b/aeneas/analyzecontainer.py @@ -10,22 +10,19 @@ import aeneas.globalconstants as gc import aeneas.globalfunctions as gf -from aeneas.container import Container from aeneas.hierarchytype import HierarchyType -from aeneas.job import Job, JobConfiguration -from aeneas.language import Language +from aeneas.job import Job from aeneas.logger import Logger -from aeneas.syncmap import SyncMapFormat -from aeneas.task import Task, TaskConfiguration -from aeneas.textfile import TextFileFormat +from aeneas.task import Task __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -43,7 +40,7 @@ class AnalyzeContainer(object): def __init__(self, container, logger=None): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() self.container = container @@ -98,7 +95,7 @@ def _analyze_txt_config(self, config_string=None): # TODO break this function down into smaller functions self._log("Analyzing container with TXT config string") - if config_string == None: + if config_string is None: self._log("Analyzing container with TXT config file") config_entry = self.container.entry_config_txt self._log(["Found TXT config entry '%s'", config_entry]) @@ -265,7 +262,7 @@ def _analyze_xml_config(self, config_contents=None): # TODO break this function down into smaller functions self._log("Analyzing container with XML config string") - if config_contents == None: + if config_contents is None: self._log("Analyzing container with XML config file") config_entry = self.container.entry_config_xml self._log(["Found XML config entry '%s'", config_entry]) @@ -412,7 +409,7 @@ def _replace_placeholder(self, string, custom_id): :rtype: string """ - if string == None: + if string is None: return None self._log(["Replacing '%s' with '%s' in '%s'", gc.PPV_OS_TASK_PREFIX, custom_id, string]) return string.replace(gc.PPV_OS_TASK_PREFIX, custom_id) @@ -463,7 +460,7 @@ def _find_files(self, entries, root, relative_path, file_name_regex): """ self._log(["Finding files within root: '%s'", root]) target = root - if relative_path != None: + if relative_path is not None: self._log(["Joining relative path: '%s'", relative_path]) target = gf.norm_join(root, relative_path) self._log(["Finding files within target: '%s'", target]) @@ -474,7 +471,7 @@ def _find_files(self, entries, root, relative_path, file_name_regex): self._log(["Examining entry: '%s'", entry]) entry_suffix = entry[target_len + 1:] self._log(["Examining entry suffix: '%s'", entry_suffix]) - if re.search(file_name_regex, entry_suffix) != None: + if re.search(file_name_regex, entry_suffix) is not None: self._log(["Match: '%s'", entry]) files.append(entry) else: @@ -568,7 +565,7 @@ def _match_directories(self, entries, root, regex_string): entry_splitted = entry.split(os.sep) # match regex if ((len(entry_splitted) >= 2) and - (re.match(regex, entry_splitted[0]) != None)): + (re.match(regex, entry_splitted[0]) is not None)): directories.add(entry_splitted[0]) self._log(["Match: '%s'", entry_splitted[0]]) else: diff --git a/aeneas/audiofile.py b/aeneas/audiofile.py index b07ffa89..7819d49b 100644 --- a/aeneas/audiofile.py +++ b/aeneas/audiofile.py @@ -6,18 +6,22 @@ """ import os +from scikits.audiolab import wavread +import aeneas.globalconstants as gc import aeneas.globalfunctions as gf from aeneas.ffprobewrapper import FFPROBEWrapper from aeneas.logger import Logger +from aeneas.mfcc import MFCC __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -27,12 +31,15 @@ class AudioFile(object): The properties of the audio file (length, format, etc.) - will be set by the constructor - invoking an audio file probe. + will be set by ``read_properties()`` + which will invoke an audio file probe. (Currently, :class:`aeneas.ffprobewrapper.FFPROBEWrapper` ) + If the file is a monoaural WAVE file, + its data can be read and MFCCs can be extracted. + :param file_path: the path to the audio file :type file_path: string (path) :param logger: the logger object @@ -43,17 +50,19 @@ class AudioFile(object): def __init__(self, file_path, logger=None): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() self.file_path = file_path self.file_size = None + self.audio_data = None self.audio_length = None self.audio_format = None self.audio_sample_rate = None self.audio_channels = None - self._read_properties() + self.audio_mfcc = None def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def __str__(self): @@ -138,7 +147,20 @@ def audio_channels(self): def audio_channels(self, audio_channels): self.__audio_channels = audio_channels - def _read_properties(self): + @property + def audio_mfcc(self): + """ + The MFCCs of the audio file. + + :rtype: numpy 2D array + """ + return self.__audio_mfcc + + @audio_mfcc.setter + def audio_mfcc(self, audio_mfcc): + self.__audio_mfcc = audio_mfcc + + def read_properties(self): """ Populate this object by reading the audio properties of the file at the given path. @@ -151,6 +173,8 @@ def _read_properties(self): self._log("Reading properties") # check the file can be read + if self.file_path is None: + raise AttributeError("File path is None") if not os.path.isfile(self.file_path): self._log(["File '%s' cannot be read", self.file_path], Logger.CRITICAL) raise OSError("File cannot be read") @@ -176,5 +200,96 @@ def _read_properties(self): self.audio_channels = gf.safe_int(properties[FFPROBEWrapper.STDOUT_CHANNELS]) self._log(["Stored audio_channels: '%s'", self.audio_channels]) + def load_data(self): + """ + Load the audio file data (works only for mono wav files) + """ + self._log("Loading audio data") + + # check the file can be read + if self.file_path is None: + raise AttributeError("File path is None") + if not os.path.isfile(self.file_path): + self._log(["File '%s' cannot be read", self.file_path], Logger.CRITICAL) + raise OSError("File cannot be read") + + self._log("Loading wav file...") + self.audio_data, self.audio_sample_rate, self.audio_format = wavread(self.file_path) + self.audio_length = (float(len(self.audio_data)) / self.audio_sample_rate) + self._log(["Sample length: %f", self.audio_length]) + self._log(["Sample rate: %f", self.audio_sample_rate]) + self._log(["Audio format: %s", self.audio_format]) + self._log("Loading wav file... done") + + def extract_mfcc(self, frame_rate=gc.MFCC_FRAME_RATE): + """ + Extract MFCCs from the given audio file. + + :param frame_rate: the MFCC frame rate, in frames per second. Default: + :class:`aeneas.globalconstants.MFCC_FRAME_RATE` + :type frame_rate: int + """ + if gc.USE_C_EXTENSIONS: + self._log("C extensions enabled in gc") + if gf.can_run_c_extension("cmfcc"): + self._log("C extensions enabled in gc and cmfcc can be loaded") + try: + self._compute_mfcc_c_extension(frame_rate) + return + except: + self._log( + "An error occurred running cmfcc", + severity=Logger.WARNING + ) + else: + self._log("C extensions enabled in gc, but cmfcc cannot be loaded") + else: + self._log("C extensions disabled in gc") + self._log("Running the pure Python code") + try: + self._compute_mfcc_pure_python(frame_rate) + except: + self._log( + "An error occurred running _compute_mfcc_pure_python", + severity=Logger.WARNING + ) + + def clear_data(self): + """ + Clear the audio data, freeing memory. + """ + self.audio_data = None + + def _compute_mfcc_c_extension(self, frame_rate): + """ + Compute MFCCs using the Python C extension cmfcc. + """ + self._log("Computing MFCCs using C extension...") + self._log("Importing cmfcc...") + import aeneas.cmfcc + self._log("Importing cmfcc... done") + self.audio_mfcc = aeneas.cmfcc.cmfcc_compute_mfcc( + self.audio_data, + self.audio_sample_rate, + frame_rate, + 40, + 13, + 512, + 133.3333, + 6855.4976, + 0.97, + 0.0256 + ).transpose() + self._log("Computing MFCCs using C extension... done") + + def _compute_mfcc_pure_python(self, frame_rate): + """ + Compute MFCCs using the pure Python code. + """ + self._log("Computing MFCCs using pure Python code...") + extractor = MFCC(samprate=self.audio_sample_rate, frate=frame_rate) + self.audio_mfcc = extractor.sig2s2mfc(self.audio_data).transpose() + self._log("Computing MFCCs using pure Python code... done") + diff --git a/aeneas/cdtw.c b/aeneas/cdtw.c new file mode 100644 index 00000000..e7b68dc1 --- /dev/null +++ b/aeneas/cdtw.c @@ -0,0 +1,635 @@ +/* + +Python C Extension for computing the DTW + +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL v3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +*/ + +#include +#include +#include +#include + +// return the max of the given arguments +static int _max(int a, int b) { + if (a > b) { + return a; + } + return b; +} + +// return the argmin of the three arguments +static int _three_way_argmin(double cost0, double cost1, double cost2) { + if ((cost0 <= cost1) && (cost0 <= cost2)) { + return 0; + } + if (cost1 <= cost2) { + return 1; + } + return 2; +} + +// return the min of three arguments +static double _three_way_min(double cost0, double cost1, double cost2) { + if ((cost0 <= cost1) && (cost0 <= cost2)) { + return cost0; + } + if (cost1 <= cost2) { + return cost1; + } + return cost2; +} + +// append a new tuple (i, j) to the given list +static void _append(PyObject *list, int i, int j) { + PyObject *tuple; + + tuple = PyTuple_New(2); + // PyTuple_SetItem steals a reference, so no PyDECREF is needed + PyTuple_SetItem(tuple, 0, Py_BuildValue("i", i)); + PyTuple_SetItem(tuple, 1, Py_BuildValue("i", j)); + PyList_Append(list, tuple); +} + +// compute cost matrix from mfcc? and norm2_? +static void _compute_cost_matrix( + double *mfcc1_ptr, // pointer to the MFCCs of the first wave (2D, l x n) + double *mfcc2_ptr, // pointer to the MFCCs of the second wave (2D, l x m) + double *norm2_1_ptr, // pointer to the norm2 of the first wave (1D, n) + double *norm2_2_ptr, // pointer to the norm2 of the second wave (1D, m) + int delta, // margin parameter + double *cost_matrix_ptr, // pointer to the cost matrix (2D, n x delta) + int *centers_ptr, // pointer to the centers (1D, n); centers[i] = center for the i-th row; delta/2 <= centers[i] < m - delta/2 + int n, // number of frames of the first wave + int m, // number of frames of the second wave + int l // number of MFCCs + ) { + + double sum; + int center_j, range_start, range_end; + int i, j, k; + for (i = 0; i < n; ++i) { + center_j = (m * i) / n; + range_start = _max(0, center_j - (delta / 2)); + range_end = range_start + delta; + if (range_end > m) { + range_end = m; + range_start = range_end - delta; + } + centers_ptr[i] = range_start; + for (j = range_start; j < range_end; ++j) { + sum = 0.0; + for (k = 0; k < l; ++k) { + sum += (mfcc1_ptr[k * n + i] * mfcc2_ptr[k * m + j]); + } + cost_matrix_ptr[(i * delta) + (j - range_start)] = 1 - (sum / (norm2_1_ptr[i] * norm2_2_ptr[j])); + } + } +} + +// compute accumulated cost matrix, not in-place +static void _compute_accumulated_cost_matrix( + double *cost_matrix_ptr, // pointer to the cost matrix (2D, n x delta) + int *centers_ptr, // pointer to the centers (1D, n) + int n, // number of frames of the first wave + int delta, // margin parameter + double *accumulated_cost_matrix_ptr // pointer to the accumulated cost matrix (2D, n x delta) + ) { + + double cost0, cost1, cost2; + int current_idx, offset; + int i, j; + + accumulated_cost_matrix_ptr[0] = cost_matrix_ptr[0]; + for (j = 1; j < delta; ++j) { + accumulated_cost_matrix_ptr[j] = accumulated_cost_matrix_ptr[j-1] + cost_matrix_ptr[j]; + } + for (i = 1; i < n; ++i) { + offset = centers_ptr[i] - centers_ptr[i-1]; + for (j = 0; j < delta; ++j) { + cost0 = NPY_INFINITY; + if ((j+offset) < delta) { + cost0 = accumulated_cost_matrix_ptr[(i-1) * delta + (j+offset)]; + } + cost1 = NPY_INFINITY; + if (j > 0) { + cost1 = accumulated_cost_matrix_ptr[ (i) * delta + (j-1)]; + } + cost2 = NPY_INFINITY; + if (((j+offset-1) < delta) && ((j+offset-1) >= 0)) { + cost2 = accumulated_cost_matrix_ptr[(i-1) * delta + (j+offset-1)]; + } + current_idx = i * delta + j; + accumulated_cost_matrix_ptr[current_idx] = cost_matrix_ptr[current_idx] + _three_way_min(cost0, cost1, cost2); + } + } +} + +/* +// print the first max elements of the row-th row of matrix +// use this function for debugging purposes only! +static void _print_row(double *ptr, int row, int width, int max) { + int j, offset; + + offset = row * width; + printf(" "); + for (j = 0; j < max; ++j) { + printf(" %.6f", ptr[offset + j]); + } + printf("\n"); +} +*/ + +// copy the row-th row of cost_matrix into buffer +static void _copy_cost_matrix_row(double *cost_matrix_ptr, int row, int width, double *buffer_ptr) { + memcpy(buffer_ptr, cost_matrix_ptr + row * width, width * sizeof(double)); +} + +// compute accumulated cost matrix, in-place +// (i.e., this function overwrites cost_matrix with the accumulated cost values) +static void _compute_accumulated_cost_matrix_in_place( + double *cost_matrix_ptr, // pointer to the cost matrix (2D, n x delta) + int *centers_ptr, // pointer to the centers (1D, n) + int n, // number of frames of the first wave + int delta // margin parameter + ) { + + double *current_row_ptr; + double cost0, cost1, cost2; + int current_idx, offset; + int i, j; + + // to compute the i-th row of the accumulated cost matrix + // we only need the i-th row of the cost matrix + current_row_ptr = (double *)malloc(delta * sizeof(double)); + + // copy the first row of cost_matrix_ptr to current row buffer + _copy_cost_matrix_row(cost_matrix_ptr, 0, delta, current_row_ptr); + //cost_matrix_ptr[0] = current_row_ptr[0]; + for (j = 1; j < delta; ++j) { + cost_matrix_ptr[j] = current_row_ptr[j] + cost_matrix_ptr[j-1]; + } + for (i = 1; i < n; ++i) { + // copy current row of cost_matrix_ptr (= i-th row of cost_matrix, not accumulated) to current row buffer + _copy_cost_matrix_row(cost_matrix_ptr, i, delta, current_row_ptr); + offset = centers_ptr[i] - centers_ptr[i-1]; + for (j = 0; j < delta; ++j) { + cost0 = NPY_INFINITY; + if ((j+offset) < delta) { + cost0 = cost_matrix_ptr[(i-1) * delta + (j+offset)]; + } + cost1 = NPY_INFINITY; + if (j > 0) { + cost1 = cost_matrix_ptr[ (i) * delta + (j-1)]; + } + cost2 = NPY_INFINITY; + if (((j+offset-1) < delta) && ((j+offset-1) >= 0)) { + cost2 = cost_matrix_ptr[(i-1) * delta + (j+offset-1)]; + } + current_idx = i * delta + j; + cost_matrix_ptr[current_idx] = current_row_ptr[j] + _three_way_min(cost0, cost1, cost2); + } + } + free((void *)current_row_ptr); +} + +// compute best path and return it as a list of (i, j) tuples, from (0,0) to (n-1, delta-1) +static void _compute_best_path( + double *accumulated_cost_matrix_ptr, // pointer to the accumulated cost matrix (2D, n x delta) + int *centers_ptr, // pointer to the centers (1D, n) + int n, // number of frames of the first wave + int delta, // margin parameter + PyObject *best_path_ptr // pointer to the list (of tuples) to be returned + ){ + + double cost0, cost1, cost2; + int argmin, offset; + int i, j, r_j; + + i = n - 1; + j = delta - 1 + centers_ptr[i]; + _append(best_path_ptr, i, j); + while ((i > 0) || (j > 0)) { + if (i == 0) { + _append(best_path_ptr, 0, --j); + } else if (j == 0) { + _append(best_path_ptr, --i, j); + } else { + offset = centers_ptr[i] - centers_ptr[i-1]; + r_j = j - centers_ptr[i]; + cost0 = NPY_INFINITY; + if ((r_j+offset) < delta) { + cost0 = accumulated_cost_matrix_ptr[(i-1) * delta + (r_j+offset)]; + } + cost1 = NPY_INFINITY; + if (r_j > 0) { + cost1 = accumulated_cost_matrix_ptr[ (i) * delta + (r_j-1)]; + } + cost2 = NPY_INFINITY; + if ((r_j > 0) && ((r_j+offset-1 < delta) && ((r_j+offset-1) >= 0))) { + cost2 = accumulated_cost_matrix_ptr[(i-1) * delta + (r_j+offset-1)]; + } + argmin = _three_way_argmin(cost0, cost1, cost2); + if (argmin == 0) { + _append(best_path_ptr, --i, j); + } else if (argmin == 1) { + _append(best_path_ptr, i, --j); + } else { + _append(best_path_ptr, --i, --j); + } + } + } + PyList_Reverse(best_path_ptr); +} + + + +// compute the best path "all in one" +// take the PyObject containing the following arguments: +// - mfcc1: 2D array (l x n) of double, MFCCs of the first wave +// - mfcc2: 2D array (l x m) of double, MFCCs of the second wave +// - norm2_1: 1D array (n x 1) of double, norm2 of the first wave +// - norm2_2: 1D array (m x 1) of double, norm2 of the second wave +// - delta: int, the number of frames of margin +// and return the best path as a list of (i, j) tuples, from (0,0) to (n-1, delta-1) +static PyObject *cdtw_compute_best_path(PyObject *self, PyObject *args) { + PyObject *mfcc1_raw; + PyObject *mfcc2_raw; + PyObject *norm2_1_raw; + PyObject *norm2_2_raw; + int delta; + + PyArrayObject *mfcc1, *mfcc2, *norm2_1, *norm2_2, *cost_matrix, *centers; + PyObject *best_path_ptr; + npy_intp cost_matrix_dimensions[2]; + npy_intp centers_dimensions[1]; + double *mfcc1_ptr, *mfcc2_ptr, *norm2_1_ptr, *norm2_2_ptr, *cost_matrix_ptr; + int *centers_ptr; + int l1, l2, n, m; + + // O = object (do not convert or check for errors) + // i = int + if (!PyArg_ParseTuple(args, "OOOOi", &mfcc1_raw, &mfcc2_raw, &norm2_1_raw, &norm2_2_raw, &delta)) { + PyErr_SetString(PyExc_ValueError, "Error while parsing the arguments with the OOOOi mask"); + return NULL; + } + + // convert to C contiguous array + mfcc1 = (PyArrayObject *) PyArray_ContiguousFromObject(mfcc1_raw, PyArray_DOUBLE, 2, 2); + mfcc2 = (PyArrayObject *) PyArray_ContiguousFromObject(mfcc2_raw, PyArray_DOUBLE, 2, 2); + norm2_1 = (PyArrayObject *) PyArray_ContiguousFromObject(norm2_1_raw, PyArray_DOUBLE, 1, 1); + norm2_2 = (PyArrayObject *) PyArray_ContiguousFromObject(norm2_2_raw, PyArray_DOUBLE, 1, 1); + + // check for conversion errors + if ((mfcc1 == NULL) || (mfcc2 == NULL) || (norm2_1 == NULL) || (norm2_2 == NULL)) { + PyErr_SetString(PyExc_ValueError, "Error while converting arguments using PyArray_ContiguousFromObject"); + return NULL; + } + + // NOTE: if arrived here, the mfcc? and norm2_? have the correct number of dimensions (2 and 1, respectively) + + // get the dimensions of the input arguments + l1 = mfcc1->dimensions[0]; // number of MFCCs in the first wave + l2 = mfcc2->dimensions[0]; // number of MFCCs in the second wave + n = mfcc1->dimensions[1]; // number of frames in the first wave + m = mfcc2->dimensions[1]; // number of frames in the second wave + + // check that the number of MFCCs is the same for both waves + if (l1 != l2) { + PyErr_SetString(PyExc_ValueError, "The number of MFCCs must be the same for both waves"); + return NULL; + } + + // check that the norm (1D) arrays have the correct number of elements + if (norm2_1->dimensions[0] != n) { + PyErr_SetString(PyExc_ValueError, "The number of columns of mfcc1 must be equal to the number of elements of norm2_1"); + return NULL; + } + if (norm2_2->dimensions[0] != m) { + PyErr_SetString(PyExc_ValueError, "The number of columns of mfcc2 must be equal to the number of elements of norm2_2"); + return NULL; + } + + // delta cannot be greater than m + if (delta > m) { + delta = m; + } + + // pointer to cost matrix data + mfcc1_ptr = (double *)mfcc1->data; + mfcc2_ptr = (double *)mfcc2->data; + norm2_1_ptr = (double *)norm2_1->data; + norm2_2_ptr = (double *)norm2_2->data; + + // create cost matrix object + cost_matrix_dimensions[0] = n; + cost_matrix_dimensions[1] = delta; + cost_matrix = (PyArrayObject *)PyArray_SimpleNew(2, cost_matrix_dimensions, PyArray_DOUBLE); + cost_matrix_ptr = (double *)cost_matrix->data; + + // create centers object + centers_dimensions[0] = n; + centers = (PyArrayObject *)PyArray_SimpleNew(1, centers_dimensions, PyArray_INT32); + centers_ptr = (int *)centers->data; + + // create best path array of integers + best_path_ptr = PyList_New(0); + + // actual computation + _compute_cost_matrix(mfcc1_ptr, mfcc2_ptr, norm2_1_ptr, norm2_2_ptr, delta, cost_matrix_ptr, centers_ptr, n, m, l1); + _compute_accumulated_cost_matrix_in_place(cost_matrix_ptr, centers_ptr, n, delta); + _compute_best_path(cost_matrix_ptr, centers_ptr, n, delta, best_path_ptr); + + // decrement reference to local object no longer needed + Py_DECREF(mfcc1); + Py_DECREF(mfcc2); + Py_DECREF(norm2_1); + Py_DECREF(norm2_2); + Py_DECREF(cost_matrix); + Py_DECREF(centers); + + return best_path_ptr; +} + + + +// compute the cost matrix and the corresponding stripe centers +// take the PyObject containing the following arguments: +// - mfcc1: 2D array (l x n) of double, MFCCs of the first wave +// - mfcc2: 2D array (l x m) of double, MFCCs of the second wave +// - norm2_1: 1D array (n x 1) of double, norm2 of the first wave +// - norm2_2: 1D array (m x 1) of double, norm2 of the second wave +// - delta: int, the number of frames of margin +// and return a tuple (cost_matrix, centers), where +// - cost_matrix: 2D array (n x delta) of double +// - centers: 1D array (n x 1) of int, centers[i] is the 0 <= center < m of the stripe at row i +static PyObject *cdtw_compute_cost_matrix_step(PyObject *self, PyObject *args) { + PyObject *mfcc1_raw; + PyObject *mfcc2_raw; + PyObject *norm2_1_raw; + PyObject *norm2_2_raw; + int delta; + + PyArrayObject *mfcc1, *mfcc2, *norm2_1, *norm2_2, *cost_matrix, *centers; + PyObject *tuple; + npy_intp cost_matrix_dimensions[2]; + npy_intp centers_dimensions[1]; + double *mfcc1_ptr, *mfcc2_ptr, *norm2_1_ptr, *norm2_2_ptr, *cost_matrix_ptr; + int *centers_ptr; + int l1, l2, n, m; + + // O = object (do not convert or check for errors) + // i = int + if (!PyArg_ParseTuple(args, "OOOOi", &mfcc1_raw, &mfcc2_raw, &norm2_1_raw, &norm2_2_raw, &delta)) { + PyErr_SetString(PyExc_ValueError, "Error while parsing the arguments with the OOOOi mask"); + return NULL; + } + + // convert to C contiguous array + mfcc1 = (PyArrayObject *) PyArray_ContiguousFromObject(mfcc1_raw, PyArray_DOUBLE, 2, 2); + mfcc2 = (PyArrayObject *) PyArray_ContiguousFromObject(mfcc2_raw, PyArray_DOUBLE, 2, 2); + norm2_1 = (PyArrayObject *) PyArray_ContiguousFromObject(norm2_1_raw, PyArray_DOUBLE, 1, 1); + norm2_2 = (PyArrayObject *) PyArray_ContiguousFromObject(norm2_2_raw, PyArray_DOUBLE, 1, 1); + + // check for conversion errors + if ((mfcc1 == NULL) || (mfcc2 == NULL) || (norm2_1 == NULL) || (norm2_2 == NULL)) { + PyErr_SetString(PyExc_ValueError, "Error while converting arguments using PyArray_ContiguousFromObject"); + return NULL; + } + + // NOTE: if arrived here, the mfcc? and norm2_? have the correct number of dimensions (2 and 1, respectively) + + // get the dimensions of the input arguments + l1 = mfcc1->dimensions[0]; // number of MFCCs in the first wave + l2 = mfcc2->dimensions[0]; // number of MFCCs in the second wave + n = mfcc1->dimensions[1]; // number of frames in the first wave + m = mfcc2->dimensions[1]; // number of frames in the second wave + + // check that the number of MFCCs is the same for both waves + if (l1 != l2) { + PyErr_SetString(PyExc_ValueError, "The number of MFCCs must be the same for both waves"); + return NULL; + } + + // check that the norm (1D) arrays have the correct number of elements + if (norm2_1->dimensions[0] != n) { + PyErr_SetString(PyExc_ValueError, "The number of columns of mfcc1 must be equal to the number of elements of norm2_1"); + return NULL; + } + if (norm2_2->dimensions[0] != m) { + PyErr_SetString(PyExc_ValueError, "The number of columns of mfcc2 must be equal to the number of elements of norm2_2"); + return NULL; + } + + // delta cannot be greater than m + if (delta > m) { + delta = m; + } + + // pointer to cost matrix data + mfcc1_ptr = (double *)mfcc1->data; + mfcc2_ptr = (double *)mfcc2->data; + norm2_1_ptr = (double *)norm2_1->data; + norm2_2_ptr = (double *)norm2_2->data; + + // create cost matrix object + cost_matrix_dimensions[0] = n; + cost_matrix_dimensions[1] = delta; + cost_matrix = (PyArrayObject *)PyArray_SimpleNew(2, cost_matrix_dimensions, PyArray_DOUBLE); + cost_matrix_ptr = (double *)cost_matrix->data; + + // create centers object + centers_dimensions[0] = n; + centers = (PyArrayObject *)PyArray_SimpleNew(1, centers_dimensions, PyArray_INT32); + centers_ptr = (int *)centers->data; + + // compute cost matrix + _compute_cost_matrix(mfcc1_ptr, mfcc2_ptr, norm2_1_ptr, norm2_2_ptr, delta, cost_matrix_ptr, centers_ptr, n, m, l1); + + // decrement reference to local object no longer needed + Py_DECREF(mfcc1); + Py_DECREF(mfcc2); + Py_DECREF(norm2_1); + Py_DECREF(norm2_2); + + // return tuple with computed cost matrix and centers + // PyTuple_SetItem steals a reference, so no PyDECREF is needed + tuple = PyTuple_New(2); + PyTuple_SetItem(tuple, 0, PyArray_Return(cost_matrix)); + PyTuple_SetItem(tuple, 1, PyArray_Return(centers)); + return tuple; +} + + + +// compute the accumulated cost matrix +// take the PyObject containing the following arguments: +// - cost_matrix: 2D array (n x delta) of double +// - centers: 1D array (n x 1) of int, centers[i] is the 0 <= center < m of the stripe at row i +// and return the accumulated_cost_matrix (2D array (n x delta) of double) +static PyObject *cdtw_compute_accumulated_cost_matrix_step(PyObject *self, PyObject *args) { + PyObject *cost_matrix_raw; + PyObject *centers_raw; + + PyArrayObject *cost_matrix, *centers, *accumulated_cost_matrix; + npy_intp accumulated_cost_matrix_dimensions[2]; + double *cost_matrix_ptr, *accumulated_cost_matrix_ptr; + int *centers_ptr; + int n, delta; + + // O = object (do not convert or check for errors) + if (!PyArg_ParseTuple(args, "OO", &cost_matrix_raw, ¢ers_raw)) { + PyErr_SetString(PyExc_ValueError, "Error while parsing the arguments"); + return NULL; + } + + // convert to C contiguous array + cost_matrix = (PyArrayObject *) PyArray_ContiguousFromObject(cost_matrix_raw, PyArray_DOUBLE, 2, 2); + centers = (PyArrayObject *) PyArray_ContiguousFromObject(centers_raw, PyArray_INT32, 1, 1); + + // pointer to cost matrix data + cost_matrix_ptr = (double *)cost_matrix->data; + + // get the dimensions of the input arguments + n = cost_matrix->dimensions[0]; + delta = cost_matrix->dimensions[1]; + + // check that the number of centers is the same as the number of rows of the cost_matrix + if (centers->dimensions[0] != n) { + PyErr_SetString(PyExc_ValueError, "The number of rows of cost_matrix must be equal to the number of elements of centers"); + return NULL; + } + + // pointer to centers data + centers_ptr = (int *)centers->data; + + // create accumulated cost matrix object + accumulated_cost_matrix_dimensions[0] = n; + accumulated_cost_matrix_dimensions[1] = delta; + accumulated_cost_matrix = (PyArrayObject *)PyArray_SimpleNew(2, accumulated_cost_matrix_dimensions, NPY_DOUBLE); + + // pointer to accumulated cost matrix data + accumulated_cost_matrix_ptr = (double *)accumulated_cost_matrix->data; + + // compute accumulated cost matrix + _compute_accumulated_cost_matrix(cost_matrix_ptr, centers_ptr, n, delta, accumulated_cost_matrix_ptr); + + // decrement reference to local object no longer needed + Py_DECREF(cost_matrix); + Py_DECREF(centers); + + // return computed best path + return PyArray_Return(accumulated_cost_matrix); +} + + + +// compute the best path +// take the PyObject containing the following arguments: +// - accumulated_cost_matrix: 2D array (n x delta) of double +// - centers: 1D array (n x 1) of int, centers[i] is the 0 <= center < m of the stripe at row i +// and return the best path as a list of (i, j) tuples, from (0,0) to (n-1, delta-1) +static PyObject *cdtw_compute_best_path_step(PyObject *self, PyObject *args) { + PyObject *accumulated_cost_matrix_raw; + PyObject *centers_raw; + + PyArrayObject *accumulated_cost_matrix, *centers; + PyObject *best_path_ptr; + double *accumulated_cost_matrix_ptr; + int *centers_ptr; + int n, delta; + + // O = object (do not convert or check for errors) + if (!PyArg_ParseTuple(args, "OO", &accumulated_cost_matrix_raw, ¢ers_raw)) { + PyErr_SetString(PyExc_ValueError, "Error while parsing the arguments"); + return NULL; + } + + // convert to C contiguous array + accumulated_cost_matrix = (PyArrayObject *) PyArray_ContiguousFromObject(accumulated_cost_matrix_raw, PyArray_DOUBLE, 2, 2); + centers = (PyArrayObject *) PyArray_ContiguousFromObject(centers_raw, PyArray_INT32, 1, 1); + + // pointer to cost matrix data + accumulated_cost_matrix_ptr = (double *)accumulated_cost_matrix->data; + + // get the dimensions of the input arguments + n = accumulated_cost_matrix->dimensions[0]; + delta = accumulated_cost_matrix->dimensions[1]; + + // check that the number of centers is the same as the number of rows of the accumulated_cost_matrix + if (centers->dimensions[0] != n) { + PyErr_SetString(PyExc_ValueError, "The number of rows of accumulated_cost_matrix must be equal to the number of elements of centers"); + return NULL; + } + + // pointer to centers data + centers_ptr = (int *)centers->data; + + // create best path array of integers + best_path_ptr = PyList_New(0); + + // compute best path + _compute_best_path(accumulated_cost_matrix_ptr, centers_ptr, n, delta, best_path_ptr); + + // decrement reference to local object no longer needed + Py_DECREF(accumulated_cost_matrix); + Py_DECREF(centers); + + // return computed best path + return best_path_ptr; +} + + + +static PyMethodDef cdtw_methods[] = { + // compute best path at once + { + "cdtw_compute_best_path", + cdtw_compute_best_path, + METH_VARARGS, + "Given the MFCCs of the two waves, compute and return the DTW best path at once" + }, + // compute in separate steps + { + "cdtw_compute_cost_matrix_step", + cdtw_compute_cost_matrix_step, + METH_VARARGS, + "Given the MFCCs of the two waves, compute and return the DTW cost matrix" + }, + { + "cdtw_compute_accumulated_cost_matrix_step", + cdtw_compute_accumulated_cost_matrix_step, + METH_VARARGS, + "Given the DTW cost matrix, compute and return the DTW accumulated cost matrix" + }, + { + "cdtw_compute_best_path_step", + cdtw_compute_best_path_step, + METH_VARARGS, + "Given the DTW accumulated cost matrix, compute and return the DTW best path" + }, + { + NULL, + NULL, + 0, + NULL + } +}; + +PyMODINIT_FUNC initcdtw(void) { + (void) Py_InitModule("cdtw", cdtw_methods); + import_array(); +} + + + diff --git a/aeneas/cdtw_setup.py b/aeneas/cdtw_setup.py new file mode 100644 index 00000000..2d7ed535 --- /dev/null +++ b/aeneas/cdtw_setup.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python +# coding=utf-8 + +""" +Compile the Python C Extension for computing the DTW. + +.. versionadded:: 1.1.0 +""" + +import os +import sys + +from distutils.core import setup, Extension +from numpy.distutils import misc_util + +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL v3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +for compiled in ["cdtw.so", "cdtw.dylib", "cdtw.dll"]: + if os.path.exists(compiled): + try: + os.remove(compiled) + print "[INFO] Removed file %s\n" % compiled + except: + pass + +module = Extension("cdtw", sources = ["cdtw.c"]) + +setup( + name = "cdtw", + version = "1.1.0", + description = """ + Python C Extension for computing the DTW as fast as your bare metal allows. + """, + ext_modules = [module], + include_dirs=misc_util.get_numpy_include_dirs() +) + +print "\n[INFO] Module cdtw successfully compiled\n" +sys.exit(0) + + diff --git a/aeneas/cmfcc.c b/aeneas/cmfcc.c new file mode 100644 index 00000000..60705ebf --- /dev/null +++ b/aeneas/cmfcc.c @@ -0,0 +1,528 @@ +/* + +Python C Extension for computing the MFCC + +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL v3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +*/ + +#include +#include +#include +#include + +#define MEL_10 2595.0 +#define PI 3.1415926535897932384626433832795 +#define PI_2 6.2831853071795864769252867665590 +#define CUTOFF 0.00001 + +// return the min of the given arguments +static int _min(int a, int b) { + if (a < b) { + return a; + } + return b; +} + +// precompute the sin table for the FFT/RFFT +static double *precompute_sin_table(int m) { + const double arg = PI / m * 2; + const int size = m - m / 4 + 1; + double *table; + int k; + + table = (double *)calloc(size, sizeof(double)); + table[0] = 0; + for (k = 1; k < size; ++k) { + table[k] = sin(arg * k); + } + table[m / 2] = 0; + return table; +} +static int fft(double *x, double *y, const int m, double *sin_table) { + // code adapted from the fft function of SPTK + double t1, t2; + double *cosp, *sinp, *xp, *yp; + int j, lf, li, lix, lmx, mm1, mv2; + + lf = 1; + lmx = m; + + for (;;) { + lix = lmx; + lmx /= 2; + if (lmx <= 1) { + break; + } + sinp = sin_table; + cosp = sin_table + m / 4; + for (j = 0; j < lmx; j++) { + xp = &x[j]; + yp = &y[j]; + for (li = lix; li <= m; li += lix) { + t1 = *(xp) - *(xp + lmx); + t2 = *(yp) - *(yp + lmx); + *(xp) += *(xp + lmx); + *(yp) += *(yp + lmx); + *(xp + lmx) = *cosp * t1 + *sinp * t2; + *(yp + lmx) = *cosp * t2 - *sinp * t1; + xp += lix; + yp += lix; + } + sinp += lf; + cosp += lf; + } + lf += lf; + } + + xp = x; + yp = y; + for (li = m / 2; li--; xp += 2, yp += 2) { + t1 = *(xp) - *(xp + 1); + t2 = *(yp) - *(yp + 1); + *(xp) += *(xp + 1); + *(yp) += *(yp + 1); + *(xp + 1) = t1; + *(yp + 1) = t2; + } + + j = 0; + xp = x; + yp = y; + mv2 = m / 2; + mm1 = m - 1; + for (lmx = 0; lmx < mm1; lmx++) { + if ((li = lmx - j) < 0) { + t1 = *(xp); + t2 = *(yp); + *(xp) = *(xp + li); + *(yp) = *(yp + li); + *(xp + li) = t1; + *(yp + li) = t2; + } + li = mv2; + while (li <= j) { + j -= li; + li /= 2; + } + j += li; + xp = x + j; + yp = y + j; + } + + return 0; +} +static int rfft( + double *x, + double *y, + const int m, + double *sin_table_full, + double *sin_table_half + ) { + // code adapted from the fftr function of SPTK + int i, j, mv2; + double xt, yt; + double *cosp, *sinp, *xp, *xq, *yp, *yq; + + mv2 = m / 2; + xq = xp = x; + yp = y; + for (i = mv2; --i >= 0;) { + *xp++ = *xq++; + *yp++ = *xq++; + } + + if (fft(x, y, mv2, sin_table_half) == -1) { + return -1; + } + + sinp = sin_table_full; + cosp = sin_table_full + m / 4; + xp = x; + yp = y; + xq = xp + m; + yq = yp + m; + *(xp + mv2) = *xp - *yp; + *xp = *xp + *yp; + *(yp + mv2) = *yp = 0; + + for (i = mv2, j = mv2 - 2; --i; j -= 2) { + ++xp; + ++yp; + ++sinp; + ++cosp; + yt = *yp + *(yp + j); + xt = *xp - *(xp + j); + *(--xq) = (*xp + *(xp + j) + *cosp * yt - *sinp * xt) * 0.5; + *(--yq) = (*(yp + j) - *yp + *sinp * yt + *cosp * xt) * 0.5; + } + + xp = x + 1; + yp = y + 1; + xq = x + m; + yq = y + m; + + for (i = mv2; --i;) { + *xp++ = *(--xq); + *yp++ = -(*(--yq)); + } + + return 0; +} + +// convert Hz frequency to Mel frequency +static double hz2mel(const double f) { + return MEL_10 * log10(1.0 + (f / 700.0)); +} + +// convert Mel frequency to Hz frequency +static double mel2hz(const double m) { + return 700.0 * (pow(10.0, m / MEL_10) - 1.0); +} + +// pre emphasis of the given frame +// returns the prior to be used for the next frame +static void apply_emphasis( + double *frame, + const int length, + const double emphasis_factor, + double *prior + ) { + double prior_orig; + double *frame_orig; + int i; + + prior_orig = frame[length - 1]; + frame_orig = (double *)calloc(length, sizeof(double)); + memcpy(frame_orig, frame, length * sizeof(double)); + frame[0] = frame_orig[0] - emphasis_factor * (*prior); + for (i = 1; i < length; ++i) { + frame[i] = frame_orig[i] - frame_orig[i-1] * emphasis_factor; + } + free((void *)frame_orig); + *prior = prior_orig; +} + +// compute the power of the given frame +static void compute_power( + double *frame, + double *power, + const int length, + double *sin_table_full, + double *sin_table_half + ) { + const int extra = 1 + (length / 2); + double *tmp; + int k; + + tmp = (double *)calloc(length + extra, sizeof(double)); + rfft(frame, tmp, length, sin_table_full, sin_table_half); + power[0] = frame[0] * frame[0]; + for (k = 1; k < extra; ++k) { + power[k] = frame[k] * frame[k] + tmp[k] * tmp[k]; + } + free((void *)tmp); +} + +// transform the frame using the Hamming window +static void apply_hamming( + double *frame, + const int length, + double *coefficients + ) { + int k; + + for (k = 0; k < length; ++k) { + frame[k] *= coefficients[k]; + } +} +static double *precompute_hamming(const int length) { + const double arg = PI_2 / (length - 1); + double *coefficients; + int k; + + coefficients = (double *)calloc(length, sizeof(double)); + for (k = 0; k < length; ++k) { + coefficients[k] = (0.54 - 0.46 * cos(k * arg)); + } + return coefficients; +} + +// create Mel filter bank +// return a pointer to a 2D matrix (filters_n x filter_bank_size) +static double *create_mel_filter_bank( + int fft_order, + int filter_bank_size, + int sample_rate, + double upper_frequency, + double lower_frequency + ) { + const double dfreq = 1.0 * sample_rate / fft_order; + const double melmax = hz2mel(upper_frequency); + const double melmin = hz2mel(lower_frequency); + const double melstep = (melmax - melmin) / (filter_bank_size + 1); + const int filter_edge_length = filter_bank_size + 2; + const int filters_n = fft_order / 2 + 1; + double *filter_edges, *filters; + int k; + + // filter bank + filters = (double *)calloc(filters_n * filter_bank_size, sizeof(double)); + + // filter edges + filter_edges = (double *)calloc(filter_edge_length, sizeof(double)); + + // TODO porting Python code "verbatim", + // but some code cleanup should be done here + for (k = 0; k < filter_edge_length; ++k) { + filter_edges[k] = mel2hz(melmin + melstep * k); + } + for (k = 0; k < filter_bank_size; ++k) { + const int left_frequency = (int)round(filter_edges[k] / dfreq); + const int center_frequency = (int)round(filter_edges[k + 1] / dfreq); + const int right_frequency = (int)round(filter_edges[k + 2] / dfreq); + const double fwidth = (right_frequency - left_frequency) * dfreq; + const double height = 2.0 / fwidth; + double leftslope, rightslope; + int freq; + + leftslope = 0.0; + if (center_frequency != left_frequency) { + leftslope = height / (center_frequency - left_frequency); + } + freq = left_frequency + 1; + while (freq < center_frequency) { + filters[freq * filter_bank_size + k] = (freq - left_frequency) * leftslope; + ++freq; + } + if (freq == center_frequency) { + filters[freq * filter_bank_size + k] = height; + ++freq; + } + rightslope = 0.0; + if (center_frequency != right_frequency) { + rightslope = height / (center_frequency - right_frequency); + } + while (freq < right_frequency) { + filters[freq * filter_bank_size + k] = (freq - right_frequency) * rightslope; + ++freq; + } + } + return filters; +} + +// create the DCT matrix +// return a pointer to a 2D matrix (mfcc_size x filter_bank_size) +static double *create_dct_matrix(int mfcc_size, int filter_bank_size) { + double *s2dct; + int i, j; + + s2dct = (double *)calloc(mfcc_size * filter_bank_size, sizeof(double)); + for (i = 0; i < mfcc_size; ++i) { + const double freq = PI * i / filter_bank_size; + for (j = 0; j < filter_bank_size; ++j) { + if (j == 0) { + s2dct[i * filter_bank_size + j] = cos(freq * (0.5 + j)) * 0.5; + } else { + s2dct[i * filter_bank_size + j] = cos(freq * (0.5 + j)); + } + } + } + return s2dct; +} + +// compute the MFCCs of the given signal +// take the PyObject containing the following arguments (see below) +// and return the MFCCs as a n x mfcc_size 2D array of double, where +// - n is the number of frames +// - mfcc_size is the number of ceptral coefficients (including the 0-th) +static PyObject *cmfcc_compute_mfcc(PyObject *self, PyObject *args) { + PyObject *signal_raw; // 1D array of double, holding the signal + int sample_rate; // sample rate (default: 16000) + int frame_rate; // frame rate (default: 25) + int filter_bank_size; // number of filters in the filter bank (default: 40) + int mfcc_size; // number of ceptral coefficients (default: 13) + int fft_order; // FFT order; must be a power of 2 (default: 512) + double lower_frequency; // lower frequency (default: 133.3333) + double upper_frequency; // upper frequency; must be <= sample_rate/2 = Nyquist frequency (default: 6855.4976) + double emphasis_factor; // pre-emphasis factor (default: 0.97) + double window_length; // window length (default: 0.0256) + + PyArrayObject *signal, *mfcc; + npy_intp mfcc_dimensions[2]; + double samples_per_frame, prior, acc; + double *signal_ptr, *mfcc_ptr; + double *filters, *s2dct, *sin_table_full, *sin_table_half, *hamming_coefficients; + double *frame, *power, *logsp; + int signal_length, filters_n, frame_length, number_of_frames; + int i, j, frame_index, frame_start, frame_end; + + // TODO use PyArg_ParseTupleAndKeywords instead, to have default values set automatically + // O = object (do not convert or check for errors) + // i = integer + // d = double + if (!PyArg_ParseTuple( + args, + "Oiiiiidddd", + &signal_raw, + &sample_rate, + &frame_rate, + &filter_bank_size, + &mfcc_size, + &fft_order, + &lower_frequency, + &upper_frequency, + &emphasis_factor, + &window_length)) { + PyErr_SetString(PyExc_ValueError, "Error while parsing the arguments"); + return NULL; + } + + if (upper_frequency > sample_rate / 2.0) { + // raise exception + PyErr_SetString(PyExc_ValueError, "Upper frequency exceeds Nyquist"); + return NULL; + } + + // convert to C contiguous array + signal = (PyArrayObject *) PyArray_ContiguousFromObject(signal_raw, PyArray_DOUBLE, 1, 1); + + // pointer to signal data + signal_ptr = (double *)signal->data; + + // get the number of samples of signal + // NOTE: this is not the duration (in seconds), which is (n / sample_rate) ! + signal_length = signal->dimensions[0]; + + // create Mel filter bank (2D matrix, filters_n x filter_bank_size) + filters_n = ((fft_order / 2) + 1); + filters = create_mel_filter_bank( + fft_order, + filter_bank_size, + sample_rate, + upper_frequency, + lower_frequency); + + // compute DCT matrix + s2dct = create_dct_matrix(mfcc_size, filter_bank_size); + + // samples per frame + samples_per_frame = 1.0 * sample_rate / frame_rate; + + // length of a frame + frame_length = (int)floor(window_length * sample_rate); + + // value of the last sample in the previous frame + prior = 0.0; + + // number of frames + number_of_frames = floor((signal_length / samples_per_frame) + 1); + + // allocate the mfcc matrix + mfcc_ptr = (double *)calloc(number_of_frames * mfcc_size, sizeof(double)); + + // precompute sin tables + sin_table_full = precompute_sin_table(fft_order); + sin_table_half = precompute_sin_table(fft_order / 2); + + // precompute hamming coefficients + hamming_coefficients = precompute_hamming(frame_length); + + // TODO porting Python code "verbatim", + // but some code cleanup should be done here + // process frames + for (frame_index = 0; frame_index < number_of_frames; ++frame_index) { + + // allocate working buffers + frame = (double *)calloc(frame_length, sizeof(double)); + power = (double *)calloc(filters_n, sizeof(double)); + logsp = (double *)calloc(filter_bank_size, sizeof(double)); + + // TODO porting Python code "verbatim", + // but some code cleanup should be done here + // copy frame values + frame_start = (int)round(frame_index * samples_per_frame); + frame_end = _min(frame_start + frame_length, signal_length); + // NOTE: using calloc => last frame is zero-padded, if (frame_end - frame_start) < frame_length + memcpy(frame, signal_ptr + frame_start, (frame_end - frame_start) * sizeof(double)); + + // emphasis + hamming + compute power + apply_emphasis(frame, frame_length, emphasis_factor, &prior); + apply_hamming(frame, frame_length, hamming_coefficients); + compute_power(frame, power, fft_order, sin_table_full, sin_table_half); + + // apply Mel filter bank + for (j = 0; j < filter_bank_size; ++j) { + acc = 0.0; + for (i = 0; i < filters_n; ++i) { + acc += power[i] * filters[i * filter_bank_size + j]; + } + if (acc < CUTOFF) { + acc = CUTOFF; + } + logsp[j] = log(acc); + } + + // multiply by DCT matrix + for (i = 0; i < mfcc_size; ++i) { + acc = 0.0; + for (j = 0; j < filter_bank_size; ++j) { + acc += logsp[j] * s2dct[i * filter_bank_size + j]; + } + mfcc_ptr[frame_index * mfcc_size + i] = acc / filter_bank_size; + } + + // free working buffers + free((void *)logsp); + free((void *)power); + free((void *)frame); + } + + // decrement reference to local object no longer needed + free((void *)hamming_coefficients); + free((void *)sin_table_half); + free((void *)sin_table_full); + free((void *)s2dct); + free((void *)filters); + Py_DECREF(signal); + + // create mfcc object + mfcc_dimensions[0] = number_of_frames; + mfcc_dimensions[1] = mfcc_size; + mfcc = (PyArrayObject *) PyArray_SimpleNewFromData(2, mfcc_dimensions, PyArray_DOUBLE, mfcc_ptr); + + // return computed mfcc + return PyArray_Return(mfcc); +} + +static PyMethodDef cmfcc_methods[] = { + { + "cmfcc_compute_mfcc", + cmfcc_compute_mfcc, + METH_VARARGS, + "Given the wave data, compute and return the MFCCs" + }, + { + NULL, + NULL, + 0, + NULL + } +}; + +PyMODINIT_FUNC initcmfcc(void) { + (void) Py_InitModule("cmfcc", cmfcc_methods); + import_array(); +} + + + diff --git a/aeneas/cmfcc_setup.py b/aeneas/cmfcc_setup.py new file mode 100644 index 00000000..261296bf --- /dev/null +++ b/aeneas/cmfcc_setup.py @@ -0,0 +1,50 @@ +#!/usr/bin/env python +# coding=utf-8 + +""" +Compile the Python C Extension for computing the MFCCs. + +.. versionadded:: 1.1.0 +""" + +import os +import sys + +from distutils.core import setup, Extension +from numpy.distutils import misc_util + +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL v3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +for compiled in ["cmfcc.so", "cmfcc.dylib", "cmfcc.dll"]: + if os.path.exists(compiled): + try: + os.remove(compiled) + print "[INFO] Removed file %s\n" % compiled + except: + pass + +module = Extension("cmfcc", sources = ["cmfcc.c"]) + +setup( + name = "cmfcc", + version = "1.1.0", + description = """ + Python C Extension for computing the MFCCs as fast as your bare metal allows. + """, + ext_modules = [module], + include_dirs=misc_util.get_numpy_include_dirs() +) + +print "\n[INFO] Module cmfcc successfully compiled\n" +sys.exit(0) + + diff --git a/aeneas/container.py b/aeneas/container.py index a77622a7..2041f556 100644 --- a/aeneas/container.py +++ b/aeneas/container.py @@ -27,10 +27,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -83,19 +84,20 @@ def __init__(self, file_path, container_format=None, logger=None): self.container_format = container_format self.actual_container = None self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() self._log("Setting actual Container object") self._set_actual_container() def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) @property def file_path(self): """ The path of this container. - + :rtype: string (path) """ return self.__file_path @@ -123,7 +125,7 @@ def has_config_xml(self): :rtype: bool """ - return self.find_entry(gc.CONFIG_XML_FILE_NAME, exact=False) != None + return self.find_entry(gc.CONFIG_XML_FILE_NAME, exact=False) is not None @property def entry_config_xml(self): @@ -144,7 +146,7 @@ def has_config_txt(self): :rtype: bool """ - return self.find_entry(gc.CONFIG_TXT_FILE_NAME, exact=False) != None + return self.find_entry(gc.CONFIG_TXT_FILE_NAME, exact=False) is not None @property def entry_config_txt(self): @@ -197,7 +199,7 @@ def entries(self): :rtype: list of strings (path) """ self._log("Getting entries") - if (self.actual_container != None) and (self.exists()): + if (self.actual_container is not None) and (self.exists()): try: return self.actual_container.entries() except: @@ -278,7 +280,7 @@ def decompress(self, output_path): """ self._log(["Decompressing the container into '%s'", output_path]) - if self.actual_container == None: + if self.actual_container is None: self._log("Actual container not set, aborting") return @@ -305,11 +307,11 @@ def compress(self, input_path): """ self._log(["Compressing '%s' into this container", input_path]) - if self.actual_container == None: + if self.actual_container is None: self._log("Actual container not set, aborting") return - if self.file_path == None: + if self.file_path is None: self._log("The container path is not set, aborting") return @@ -330,7 +332,7 @@ def exists(self): :rtype: boolean """ - return (self.file_path != None) and os.path.exists(self.file_path) + return (self.file_path is not None) and os.path.exists(self.file_path) def _set_actual_container(self): """ @@ -345,7 +347,7 @@ def _set_actual_container(self): self._log("Setting actual container") # infer container format - if self.container_format == None: + if self.container_format is None: self._log("Inferring actual container format") path_lowercased = self.file_path.lower() self._log(["Lowercased file path: '%s'", path_lowercased]) @@ -384,7 +386,7 @@ def _set_actual_container(self): class _ContainerTAR(object): """ - A TAR container. + A TAR container. """ TAG = "ContainerTAR" @@ -393,7 +395,7 @@ def __init__(self, file_path, variant, logger=None): self.file_path = file_path self.variant = variant self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def entries(self): @@ -432,7 +434,7 @@ def compress(self, input_path): class _ContainerZIP(object): """ - A ZIP container. + A ZIP container. """ TAG = "ContainerZIP" @@ -440,7 +442,7 @@ class _ContainerZIP(object): def __init__(self, file_path, logger=None): self.file_path = file_path self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def entries(self): @@ -483,7 +485,7 @@ class _ContainerUnpacked(object): def __init__(self, file_path, logger=None): self.file_path = file_path self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def entries(self): diff --git a/aeneas/dtw.py b/aeneas/dtw.py index e609f660..7c660b6b 100644 --- a/aeneas/dtw.py +++ b/aeneas/dtw.py @@ -29,19 +29,20 @@ import numpy import os -from scikits.audiolab import wavread import aeneas.globalconstants as gc +import aeneas.globalfunctions as gf +from aeneas.audiofile import AudioFile from aeneas.logger import Logger -from aeneas.mfcc import MFCC __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -69,21 +70,7 @@ class DTWAlgorithm(object): and ``d`` is the number of MFCCs corresponding to the margin. """ - STRIPE_NOT_OPTIMIZED = "stripe_not_optimized" - """ DTW algorithm restricted to a stripe around the main diagonal - (Sakoe-Chiba Band). - This implementation is not memory efficient, and it is provided here only - for testing purposes. In production, use ``STRIPE`` instead. - - Note that this is an heuristic approximation of the optimal (exact) path. - - This implementation has ``O(nd)`` time and ``O(nm)`` space complexity, - where ``n`` (respectively, ``m``) is the number of MFCCs - of the real (respectively, synthesized) wave, - and ``d`` is the number of MFCCs - corresponding to the margin. """ - - ALLOWED_VALUES = [EXACT, STRIPE, STRIPE_NOT_OPTIMIZED] + ALLOWED_VALUES = [EXACT, STRIPE] """ List of all the allowed values """ @@ -92,12 +79,12 @@ class DTWAligner(object): """ The MFCC extractor and wave aligner. - :param wave_path_1: the path to the real wav file (must be mono!) - :type wave_path_1: string (path) - :param wave_path_2: the path to the synthesized wav file (must be mono!) - :type wave_path_2: string (path) + :param real_wave_path: the path to the real wav file (must be mono!) + :type real_wave_path: string (path) + :param synt_wave_path: the path to the synthesized wav file (must be mono!) + :type synt_wave_path: string (path) :param frame_rate: the MFCC frame rate, in frames per second. Default: - :class:`aeneas.globalconstants.ALIGNER_FRAME_RATE` + :class:`aeneas.globalconstants.MFCC_FRAME_RATE` :type frame_rate: int :param margin: the margin to be used in DTW stripe algorithms, in seconds. Default: :class:`aeneas.globalconstants.ALIGNER_MARGIN` @@ -112,62 +99,127 @@ class DTWAligner(object): def __init__( self, - wave_path_1, - wave_path_2, - frame_rate=gc.ALIGNER_FRAME_RATE, + real_wave_path, + synt_wave_path, + frame_rate=gc.MFCC_FRAME_RATE, margin=gc.ALIGNER_MARGIN, algorithm=DTWAlgorithm.STRIPE, logger=None ): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() - self.wave_path_1 = wave_path_1 - self.wave_path_2 = wave_path_2 + self.real_wave_path = real_wave_path + self.synt_wave_path = synt_wave_path self.frame_rate = frame_rate self.margin = margin self.algorithm = algorithm - self.wave_mfcc_1 = None - self.wave_mfcc_2 = None - self.wave_len_1 = None - self.wave_len_2 = None + self.real_wave_full_mfcc = None + self.synt_wave_full_mfcc = None + self.real_wave_length = None + self.synt_wave_length = None self.computed_path = None def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) + @property + def real_wave_full_mfcc(self): + """ + MFCCs of the real wave, including the 0-th. + + :rtype: numpy 2D array + + .. versionadded:: 1.1.0 + """ + return self.__real_wave_full_mfcc + + @real_wave_full_mfcc.setter + def real_wave_full_mfcc(self, real_wave_full_mfcc): + self.__real_wave_full_mfcc = real_wave_full_mfcc + + @property + def real_wave_length(self): + """ + The length, in seconds, of the real wave. + + :rtype: float + + .. versionadded:: 1.1.0 + """ + return self.__real_wave_length + + @real_wave_length.setter + def real_wave_length(self, real_wave_length): + self.__real_wave_length = real_wave_length + + @property + def synt_wave_full_mfcc(self): + """ + MFCCs of the synthesized wave, including the 0-th. + + :rtype: numpy 2D array + + .. versionadded:: 1.1.0 + """ + return self.__synt_wave_full_mfcc + + @synt_wave_full_mfcc.setter + def synt_wave_full_mfcc(self, synt_wave_full_mfcc): + self.__synt_wave_full_mfcc = synt_wave_full_mfcc + + @property + def synt_wave_length(self): + """ + The length, in seconds, of the synthesized wave. + + :rtype: float + + .. versionadded:: 1.1.0 + """ + return self.__synt_wave_length + + @synt_wave_length.setter + def synt_wave_length(self, synt_wave_length): + self.__synt_wave_length = synt_wave_length + def compute_mfcc(self): """ Compute the MFCCs of the two waves, and store them internally. """ - if (self.wave_path_1 != None) and (os.path.isfile(self.wave_path_1)): - self._log("Computing MFCCs for wave 1") - self.wave_mfcc_1, self.wave_len_1 = self._compute_mfcc(self.wave_path_1) + if ( + (self.real_wave_path is not None) and + (os.path.isfile(self.real_wave_path)) + ): + self._log("Computing MFCCs for real wave...") + wave = AudioFile(self.real_wave_path, logger=self.logger) + wave.load_data() + wave.extract_mfcc(self.frame_rate) + wave.clear_data() + self.real_wave_full_mfcc = wave.audio_mfcc + self.real_wave_length = wave.audio_length + self._log("Computing MFCCs for real wave... done") else: - # TODO raise - pass - - if (self.wave_path_2 != None) and (os.path.isfile(self.wave_path_2)): - self._log("Computing MFCCs for wave 2") - self.wave_mfcc_2, self.wave_len_2 = self._compute_mfcc(self.wave_path_2) + self._log(["Input file '%s' cannot be read", self.real_wave_path], Logger.CRITICAL) + raise OSError("Input file cannot be read") + + if ( + (self.synt_wave_path is not None) and + (os.path.isfile(self.synt_wave_path)) + ): + self._log("Computing MFCCs for synt wave...") + wave = AudioFile(self.synt_wave_path, logger=self.logger) + wave.load_data() + wave.extract_mfcc(self.frame_rate) + wave.clear_data() + self.synt_wave_full_mfcc = wave.audio_mfcc + self.synt_wave_length = wave.audio_length + self._log("Computing MFCCs for synt wave... done") else: - # TODO raise - pass - - def _compute_mfcc(self, path): - self._log(["Computing MFCCs for '%s'", path]) - self._log("Loading wav file") - data, sample_frequency, encoding = wavread(path) - length = (float(len(data)) / sample_frequency) - self._log(["Sample length: %f", length]) - self._log(["Sample frequency: %f", sample_frequency]) - self._log(["Sample encoding: %s", encoding]) - self._log("Computing MFCCs") - computer = MFCC(samprate=sample_frequency, frate=self.frame_rate) - result = computer.sig2s2mfc(data).transpose() - self._log("Returning MFCCs") - return (result, length) + self._log(["Input file '%s' cannot be read", self.synt_wave_path], Logger.CRITICAL) + raise OSError("Input file cannot be read") def compute_path(self): """ @@ -178,14 +230,17 @@ def compute_path(self): dtw = None algorithm = self.algorithm delta = self.frame_rate * (self.margin * 2) - mfcc2_size = self.wave_mfcc_2.shape[1] + mfcc2_size = self.synt_wave_full_mfcc.shape[1] self._log(["Requested algorithm: '%s'", algorithm]) self._log(["delta = %d", delta]) self._log(["m = %d", mfcc2_size]) # check if delta is >= length of synt wave if mfcc2_size <= delta: self._log("We have mfcc2_size <= delta") - if gc.ALIGNER_USE_EXACT_ALGO_WHEN_MARGIN_TOO_LARGE: + if gc.USE_C_EXTENSIONS and gf.can_run_c_extension(): + # the C code can be run: since it is still faster, do not run EXACT + self._log("C extensions enabled and loaded: not selecting EXACT algorithm") + elif gc.ALIGNER_USE_EXACT_ALGORITHM_WHEN_MARGIN_TOO_LARGE: self._log("Selecting EXACT algorithm") algorithm = DTWAlgorithm.EXACT else: @@ -195,24 +250,16 @@ def compute_path(self): if algorithm == DTWAlgorithm.STRIPE: self._log("Computing with STRIPE algo") dtw = DTWStripe( - self.wave_mfcc_1, - self.wave_mfcc_2, - delta, - self.logger - ) - if algorithm == DTWAlgorithm.STRIPE_NOT_OPTIMIZED: - self._log("Computing with STRIPE_NOT_OPTIMIZED algo") - dtw = DTWStripeNotOptimized( - self.wave_mfcc_1, - self.wave_mfcc_2, + self.real_wave_full_mfcc, + self.synt_wave_full_mfcc, delta, self.logger ) if algorithm == DTWAlgorithm.EXACT: self._log("Computing with EXACT algo") dtw = DTWExact( - self.wave_mfcc_1, - self.wave_mfcc_2, + self.real_wave_full_mfcc, + self.synt_wave_full_mfcc, self.logger ) @@ -256,16 +303,67 @@ def __init__(self, m1, m2, delta, logger): self.logger = logger def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def compute_path(self): - self._log("Computing cost matrix") + if gc.USE_C_EXTENSIONS: + self._log("C extensions enabled in gc") + if gf.can_run_c_extension("cdtw"): + self._log("C extensions enabled in gc and cdtw can be loaded") + try: + return self._compute_path_c_extension() + except: + self._log( + "An error occurred running cdtw", + severity=Logger.WARNING + ) + else: + self._log("C extensions enabled in gc, but cdtw cannot be loaded") + else: + self._log("C extensions disabled in gc") + self._log("Running the pure Python code") + return self._compute_path_pure_python() + + def _compute_path_c_extension(self): + self._log("Computing path using C extension...") + self._log("Importing cdtw...") + import aeneas.cdtw + self._log("Importing cdtw... done") + # discard first MFCC component + mfcc1 = self.m1[1:, :] + mfcc2 = self.m2[1:, :] + norm2_1 = numpy.sqrt(numpy.sum(mfcc1 ** 2, 0)) + norm2_2 = numpy.sqrt(numpy.sum(mfcc2 ** 2, 0)) + n = mfcc1.shape[1] + m = mfcc2.shape[1] + delta = self.delta + self._log(["n m delta: %d %d %d", n, m, delta]) + if delta > m: + self._log("Limiting delta to m") + delta = m + best_path = aeneas.cdtw.cdtw_compute_best_path( + mfcc1, + mfcc2, + norm2_1, + norm2_2, + delta + ) + self._log("Computing path using C extension... done") + return best_path + + def _compute_path_pure_python(self): + self._log("Computing path using pure Python code...") + self._log("Computing cost matrix...") cost_matrix, centers = self.compute_cost_matrix() - self._log("Computing accumulated cost matrix") + self._log("Computing cost matrix... done") + self._log("Computing accumulated cost matrix...") accumulated_cost_matrix = self.compute_accumulated_cost_matrix(cost_matrix, centers) - self._log("Computing best path") + self._log("Computing accumulated cost matrix... done") + self._log("Computing best path...") best_path = self.compute_best_path(accumulated_cost_matrix, centers) - self._log("Returning best path") + self._log("Computing best path... done") + self._log("Computing path using pure Python code... done") return best_path def compute_cost_matrix(self): @@ -305,6 +403,38 @@ def compute_accumulated_cost_matrix(self, cost_matrix, centers): # # a[i][j] = c[i][j] + min(c[i-1][j-1], c[i-1][j], c[i][j-1]) # + if gc.ALIGNER_USE_IN_PLACE_ALGORITHMS: + return self._compute_acm_in_place(cost_matrix, centers) + else: + return self._compute_acm_not_in_place(cost_matrix, centers) + + def _compute_acm_in_place(self, cost_matrix, centers): + self._log("Using the in-place algorithm for computing the acm") + n, delta = cost_matrix.shape + self._log(["n delta: %d %d", n, delta]) + current_row = numpy.copy(cost_matrix[0, :]) + #cost_matrix[0][0] = current_row[0] + for j in range(1, delta): + cost_matrix[0][j] = current_row[j] + cost_matrix[0][j-1] + # fill table + for i in range(1, n): + current_row = numpy.copy(cost_matrix[i, :]) + offset = centers[i] - centers[i-1] + for j in range(delta): + cost0 = numpy.inf + if (j+offset) < delta: + cost0 = cost_matrix[i-1][j+offset] + cost1 = numpy.inf + if j > 0: + cost1 = cost_matrix[i][j-1] + cost2 = numpy.inf + if ((j+offset-1) < delta) and ((j+offset-1) >= 0): + cost2 = cost_matrix[i-1][j+offset-1] + cost_matrix[i][j] = current_row[j] + min(cost0, cost1, cost2) + return cost_matrix + + def _compute_acm_not_in_place(self, cost_matrix, centers): + self._log("Using the not-in-place algorithm for computing the acm") acc_matrix = numpy.zeros(cost_matrix.shape) n, delta = acc_matrix.shape self._log(["n delta: %d %d", n, delta]) @@ -376,122 +506,6 @@ def compute_best_path(self, acc_matrix, centers): -class DTWStripeNotOptimized(object): - - TAG = "DTWStripeNotOptimized" - - def __init__(self, m1, m2, delta, logger): - self.m1 = m1 - self.m2 = m2 - self.delta = delta - self.logger = logger - - def _log(self, message, severity=Logger.DEBUG): - self.logger.log(message, severity, self.TAG) - - def compute_path(self): - self._log("Computing cost matrix") - cost_matrix = self.compute_cost_matrix() - self._log("Computing accumulated cost matrix") - accumulated_cost_matrix = self.compute_accumulated_cost_matrix(cost_matrix) - self._log("Computing best path") - best_path = self.compute_best_path(accumulated_cost_matrix) - self._log("Returning best path") - return best_path - - def compute_cost_matrix(self): - # discard first MFCC component - mfcc1 = self.m1[1:, :] - mfcc2 = self.m2[1:, :] - norm2_1 = numpy.sqrt(numpy.sum(mfcc1 ** 2, 0)) - norm2_2 = numpy.sqrt(numpy.sum(mfcc2 ** 2, 0)) - n = mfcc1.shape[1] - m = mfcc2.shape[1] - self._log(["n m: %d %d", n, m]) - # NOTE not space efficient - cost_matrix = numpy.ones((n, m)) * numpy.inf - for i in range(n): - # center j at row i - center_j = (m * i) / n - #self._log(["Center at row %d is %d", i, center_j]) - range_start = max(0, center_j - (self.delta / 2)) - range_end = range_start + delta - if range_end > m: - range_end = m - range_start = range_end - delta - #self._log(["Range at row %d is %d %d", i, range_start, range_end]) - for j in range(range_start, range_end): - cost_matrix[i][j] = mfcc1[:, i].transpose().dot(mfcc2[:, j]) - cost_matrix[i][j] /= norm2_1[i] * norm2_2[j] - cost_matrix[i][j] = 1 - cost_matrix[i][j] - return cost_matrix - - def compute_accumulated_cost_matrix(self, cost_matrix): - # create accumulated cost matrix - # - # a[i][j] = c[i][j] + min(c[i-1][j-1], c[i-1][j], c[i][j-1]) - # - # NOTE: not space efficient - acc_matrix = numpy.ones(cost_matrix.shape) * numpy.inf - n, m = acc_matrix.shape - self._log(["n m: %d %d", n, m]) - acc_matrix[0][0] = cost_matrix[0][0] - for j in range(1, min(self.delta, m)): - acc_matrix[0][j] = acc_matrix[0][j-1] + cost_matrix[0][j] - for i in range(1, min(self.delta, n)): - acc_matrix[i][0] = acc_matrix[i-1][0] + cost_matrix[i][0] - for i in range(1, n): - center_j = (m * i) / n - range_start = max(1, center_j - (self.delta / 2)) - range_end = range_start + delta - if range_end > m: - range_end = m - range_start = range_end - delta - for j in range(range_start, range_end): - acc_matrix[i][j] = cost_matrix[i][j] + min( - acc_matrix[i-1][j], - acc_matrix[i][j-1], - acc_matrix[i-1][j-1] - ) - return acc_matrix - - def compute_best_path(self, acc_matrix): - # get dimensions - n, m = acc_matrix.shape - i = n - 1 - j = m - 1 - path = [(i, j)] - # compute best (min cost) path - while (i > 0) or (j > 0): - if i == 0: - path.append((0, j-1)) - j -= 1 - elif j == 0: - path.append((i-1, 0)) - i -= 1 - else: - costs = [ - acc_matrix[i-1][j], - acc_matrix[i][j-1], - acc_matrix[i-1][j-1] - ] - moves = [ - (i-1, j), - (i, j-1), - (i-1, j-1) - ] - min_cost = numpy.argmin(costs) - #self._log(["Selected min cost move %d", min_cost]) - min_move = moves[min_cost] - path.append(min_move) - i, j = min_move - # reverse path and return - path.reverse() - return path - - - - class DTWExact(object): TAG = "DTWExact" @@ -502,16 +516,21 @@ def __init__(self, m1, m2, logger): self.logger = logger def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def compute_path(self): - self._log("Computing cost matrix") + self._log("Computing path using pure Python code...") + self._log("Computing cost matrix...") cost_matrix = self.compute_cost_matrix() - self._log("Computing accumulated cost matrix") + self._log("Computing cost matrix... done") + self._log("Computing accumulated cost matrix...") accumulated_cost_matrix = self.compute_accumulated_cost_matrix(cost_matrix) - self._log("Computing best path") + self._log("Computing accumulated cost matrix... done") + self._log("Computing best path...") best_path = self.compute_best_path(accumulated_cost_matrix) - self._log("Returning best path") + self._log("Computing best path... done") + self._log("Computing path using pure Python code... done") return best_path def compute_cost_matrix(self): @@ -543,12 +562,38 @@ def compute_cost_matrix(self): self._log("Normalizing matrix... done") return cost_matrix - + def compute_accumulated_cost_matrix(self, cost_matrix): # create accumulated cost matrix # # a[i][j] = c[i][j] + min(c[i-1][j-1], c[i-1][j], c[i][j-1]) # + if gc.ALIGNER_USE_IN_PLACE_ALGORITHMS: + return self._compute_acm_in_place(cost_matrix) + else: + return self._compute_acm_not_in_place(cost_matrix) + + def _compute_acm_in_place(self, cost_matrix): + self._log("Using the in-place algorithm for computing the acm") + n, m = cost_matrix.shape + self._log(["n m: %d %d", n, m]) + current_row = numpy.copy(cost_matrix[0, :]) + #cost_matrix[0][0] = current_row[0] + for j in range(1, m): + cost_matrix[0][j] = current_row[j] + cost_matrix[0][j-1] + for i in range(1, n): + current_row = numpy.copy(cost_matrix[i, :]) + cost_matrix[i][0] = cost_matrix[i-1][0] + current_row[0] + for j in range(1, m): + cost_matrix[i][j] = current_row[j] + min( + cost_matrix[i-1][j], + cost_matrix[i][j-1], + cost_matrix[i-1][j-1] + ) + return cost_matrix + + def _compute_acm_not_in_place(self, cost_matrix): + self._log("Using the not-in-place algorithm for computing the acm") acc_matrix = numpy.zeros(cost_matrix.shape) n, m = acc_matrix.shape self._log(["n m: %d %d", n, m]) diff --git a/aeneas/espeakwrapper.py b/aeneas/espeakwrapper.py index 2ad4b5c5..9b327a2d 100644 --- a/aeneas/espeakwrapper.py +++ b/aeneas/espeakwrapper.py @@ -16,10 +16,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -39,10 +40,11 @@ class ESPEAKWrapper(object): def __init__(self, logger=None): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def _replace_language(self, language): @@ -81,7 +83,7 @@ def synthesize(self, text, language, output_file_path): self._log(["Synthesizing to file: '%s'", output_file_path]) # return 0 if no text is given - if text == None or len(text) == 0: + if (text is None) or (len(text) == 0): return 0 # replace language diff --git a/aeneas/executejob.py b/aeneas/executejob.py index c7ec6e21..00abee0b 100644 --- a/aeneas/executejob.py +++ b/aeneas/executejob.py @@ -11,7 +11,6 @@ import shutil import tempfile -import aeneas.globalconstants as gc import aeneas.globalfunctions as gf from aeneas.analyzecontainer import AnalyzeContainer from aeneas.container import Container, ContainerFormat @@ -22,10 +21,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -64,7 +64,7 @@ def __init__(self, job=None, logger=None): self.working_directory = None self.tmp_directory = None self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): @@ -109,7 +109,7 @@ def load_job_from_container(self, container_path, config_string=None): # validate container self._log("Validating container...") validator = Validator(logger=self.logger) - if config_string == None: + if config_string is None: validator_result = validator.check_container(container_path) else: validator_result = validator.check_container_from_wizard( @@ -141,7 +141,7 @@ def load_job_from_container(self, container_path, config_string=None): logger=self.logger ) analyzer = AnalyzeContainer(working_container, logger=self.logger) - if config_string == None: + if config_string is None: self.job = analyzer.analyze() else: self.job = analyzer.analyze_from_wizard(config_string) @@ -186,7 +186,7 @@ def write_output_container(self, output_directory_path): self._log("Writing output container for this job") # check if the job has tasks - if self.job == None: + if self.job is None: self._log("job is None") return (False, None) if len(self.job) == 0: @@ -205,10 +205,10 @@ def write_output_container(self, output_directory_path): custom_id = task.configuration.custom_id # check if the task has sync map and sync map file path - if task.sync_map_file_path == None: + if task.sync_map_file_path is None: self._log(["Task '%s' has sync_map_file_path not set", custom_id]) return (False, None) - if task.sync_map == None: + if task.sync_map is None: self._log(["Task '%s' has sync_map not set", custom_id]) return (False, None) @@ -265,7 +265,7 @@ def execute(self): self._log("Executing job") # check if the job has tasks - if self.job == None: + if self.job is None: self._log("job is None") return False if len(self.job) == 0: @@ -317,7 +317,7 @@ def _clean(self, path): :param path: the path of the directory to be removed :type path: string (path) """ - if (path != None) and (os.path.isdir(path)): + if (path is not None) and (os.path.isdir(path)): try: self._log(["Removing directory '%s'...", path]) shutil.rmtree(path) diff --git a/aeneas/executetask.py b/aeneas/executetask.py index ff943d98..98598398 100644 --- a/aeneas/executetask.py +++ b/aeneas/executetask.py @@ -9,7 +9,6 @@ import os import tempfile -import aeneas.globalconstants as gc import aeneas.globalfunctions as gf from aeneas.adjustboundaryalgorithm import AdjustBoundaryAlgorithm from aeneas.dtw import DTWAligner @@ -17,16 +16,16 @@ from aeneas.logger import Logger from aeneas.syncmap import SyncMap, SyncMapFragment from aeneas.synthesizer import Synthesizer -from aeneas.task import Task from aeneas.vad import VAD __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -46,7 +45,7 @@ def __init__(self, task, logger=None): self.task = task self.cleanup_info = [] self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): @@ -66,15 +65,18 @@ def execute(self): self._log("Executing task") # check that we have the AudioFile object - if self.task.audio_file == None: + if self.task.audio_file is None: self._log("The task does not seem to have its audio file set", Logger.WARNING) return False - if (self.task.audio_file.audio_length == None) or (self.task.audio_file.audio_length <= 0): + if ( + (self.task.audio_file.audio_length is None) or + (self.task.audio_file.audio_length <= 0) + ): self._log("The task seems to have an invalid audio file", Logger.WARNING) return False # check that we have the TextFile object - if self.task.text_file == None: + if self.task.text_file is None: self._log("The task does not seem to have its text file set", Logger.WARNING) return False if len(self.task.text_file) == 0: @@ -106,7 +108,7 @@ def execute(self): # STEP 3 : align waves self._log("STEP 3 BEGIN") - result, wave_map, wave_mfcc, wave_len = self._align_waves(real_path, synt_path) + result, wave_map, real_wave_full_mfcc, real_wave_length = self._align_waves(real_path, synt_path) if not result: self._log("STEP 3 FAILURE") self._cleanup() @@ -126,8 +128,8 @@ def execute(self): self._log("STEP 5 BEGIN") result, adjusted_map = self._adjust_boundaries( text_map, - wave_mfcc, - wave_len + real_wave_full_mfcc, + real_wave_length ) if not result: self._log("STEP 5 FAILURE") @@ -157,14 +159,14 @@ def _cleanup(self): """ for info in self.cleanup_info: handler, path = info - if handler != None: + if handler is not None: try: self._log(["Closing handler '%s'...", handler]) os.close(handler) self._log("Succeeded") except: self._log("Failed") - if path != None: + if path is not None: try: self._log(["Removing path '%s'...", path]) os.remove(path) @@ -264,9 +266,8 @@ def _align_waves(self, real_path, synt_path): self._log("Computing MFCC...") aligner.compute_mfcc() self._log("Computing MFCC... done") - # TODO rename - real_mfcc = aligner.wave_mfcc_1 - real_len = aligner.wave_len_1 + real_mfcc = aligner.real_wave_full_mfcc + real_len = aligner.real_wave_length self._log("Computing path...") aligner.compute_path() self._log("Computing path... done") @@ -333,7 +334,12 @@ def _align_text(self, wave_map, synt_anchors): except: return (False, None) - def _adjust_boundaries(self, text_map, wave_mfcc, wave_len): + def _adjust_boundaries( + self, + text_map, + real_wave_full_mfcc, + real_wave_length + ): """ Adjust the boundaries between consecutive fragments. @@ -346,7 +352,7 @@ def _adjust_boundaries(self, text_map, wave_mfcc, wave_len): """ algo = self.task.configuration.adjust_boundary_algorithm value = None - if algo == None: + if algo is None: self._log("No adjust boundary algorithm specified: returning") return (True, text_map) elif algo == AdjustBoundaryAlgorithm.AUTO: @@ -356,17 +362,21 @@ def _adjust_boundaries(self, text_map, wave_mfcc, wave_len): value = self.task.configuration.adjust_boundary_aftercurrent_value elif algo == AdjustBoundaryAlgorithm.BEFORENEXT: value = self.task.configuration.adjust_boundary_beforenext_value + elif algo == AdjustBoundaryAlgorithm.OFFSET: + value = self.task.configuration.adjust_boundary_offset_value elif algo == AdjustBoundaryAlgorithm.PERCENT: value = self.task.configuration.adjust_boundary_percent_value elif algo == AdjustBoundaryAlgorithm.RATE: value = self.task.configuration.adjust_boundary_rate_value + elif algo == AdjustBoundaryAlgorithm.RATEAGGRESSIVE: + value = self.task.configuration.adjust_boundary_rate_value self._log(["Requested algo %s and value %s", algo, value]) try: self._log("Running VAD...") vad = VAD(logger=self.logger) - vad.wave_mfcc = wave_mfcc - vad.wave_len = wave_len + vad.wave_mfcc = real_wave_full_mfcc + vad.wave_len = real_wave_length vad.compute_vad() self._log("Running VAD... done") except: @@ -401,7 +411,7 @@ def _create_syncmap(self, text_map): sync_map = SyncMap() i = 0 head = 0 - if self.task.configuration.is_audio_file_head_length != None: + if self.task.configuration.is_audio_file_head_length is not None: head = gf.safe_float(self.task.configuration.is_audio_file_head_length, 0) for fragment in self.task.text_file.fragments: start = head + text_map[i][0] diff --git a/aeneas/ffmpegwrapper.py b/aeneas/ffmpegwrapper.py index 3bd82236..43d3315d 100644 --- a/aeneas/ffmpegwrapper.py +++ b/aeneas/ffmpegwrapper.py @@ -14,10 +14,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -88,7 +89,7 @@ class FFMPEGWrapper(object): def __init__(self, parameters=FFMPEG_PARAMETERS_DEFAULT, logger=None): self.parameters = parameters self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() self._log(["Initialized with parameters '%s'", self.parameters]) @@ -153,9 +154,9 @@ def convert( arguments = [] arguments += [gc.FFMPEG_PATH] arguments += ["-i", input_file_path] - if head_length != None: + if head_length is not None: arguments += ["-ss", head_length] - if process_length != None: + if process_length is not None: arguments += ["-t", process_length] arguments += self.parameters arguments += [output_file_path] diff --git a/aeneas/ffprobewrapper.py b/aeneas/ffprobewrapper.py index 32e225ec..87db193d 100644 --- a/aeneas/ffprobewrapper.py +++ b/aeneas/ffprobewrapper.py @@ -16,10 +16,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -110,10 +111,11 @@ class FFPROBEWrapper(object): def __init__(self, logger=None): self.logger = logger - if logger == None: + if logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def read_properties(self, audio_file_path): @@ -190,7 +192,7 @@ def read_properties(self, audio_file_path): self._log("Call completed") # if no output, raise error - if (stdoutdata == None) or (len(stderrdata) == 0): + if (stdoutdata is None) or (len(stderrdata) == 0): msg = "No output for '%s'" % audio_file_path self._log(msg, Logger.CRITICAL) raise Exception(msg) @@ -199,7 +201,7 @@ def read_properties(self, audio_file_path): results = dict() # scan the first audio stream the ffprobe stdout output - # TODO more robust parsing + # TODO more robust parsing # TODO deal with multiple audio streams for line in stdoutdata.splitlines(): if line == self.STDOUT_END_STREAM: @@ -218,11 +220,11 @@ def read_properties(self, audio_file_path): try: # if audio_length is still None, scan ffprobe stderr output - if results[self.STDOUT_DURATION] == None: + if results[self.STDOUT_DURATION] is None: pattern = re.compile(self.STDERR_DURATION_REGEX) for line in stderrdata.splitlines(): match = pattern.search(line) - if match != None: + if match is not None: self._log(["Found matching line '%s'", line]) v_h = int(match.group(1)) v_m = int(match.group(2)) diff --git a/aeneas/globalconstants.py b/aeneas/globalconstants.py index 38c034db..2249b20e 100644 --- a/aeneas/globalconstants.py +++ b/aeneas/globalconstants.py @@ -9,10 +9,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -37,20 +38,21 @@ ### CONSTANTS ### -ALIGNER_FRAME_RATE = 25 -""" Aligner MFCC frame rate, in steps per second. -Default: ``25``, corresponding to steps of ``40ms`` length. """ - ALIGNER_MARGIN = 60 """ Aligner margin, in seconds, for striped algorithms. Default: ``60``, corresponding to ``60s`` ahead and behind (i.e., ``120s`` total margin). """ -ALIGNER_USE_EXACT_ALGO_WHEN_MARGIN_TOO_LARGE = True +ALIGNER_USE_EXACT_ALGORITHM_WHEN_MARGIN_TOO_LARGE = True """ Use the exact DTW algorithm, instead of a striped algorithm, if the aligner margin is larger than the synthesized audio file. Default: ``True``. """ +ALIGNER_USE_IN_PLACE_ALGORITHMS = True +""" Use the in place algorithm for computing the DTW accumulated cost matrix, +effectively halving the memory used. +Default: ``True``. """ + CONFIG_TXT_FILE_NAME = "config.txt" """ File name for the TXT configuration file in containers """ @@ -72,6 +74,13 @@ CONFIG_STRING_ASSIGNMENT_SYMBOL = "=" """ Assignment symbol in config string ``key=value`` pairs """ +MFCC_FRAME_RATE = 25 +""" MFCC frame rate, in steps per second. +Default: ``25``, corresponding to steps of ``40ms`` length. + +.. versionadded:: 1.1.0 +""" + PARSED_TEXT_SEPARATOR = "|" """ Separator for input text files in parsed format """ @@ -316,7 +325,7 @@ PPN_JOB_OS_FILE_NAME = "os_job_file_name" """ -Key for the file name of the output container +Key for the file name of the output container Usage: config string, TXT config file, XML config file @@ -410,38 +419,37 @@ Example:: + task_adjust_boundary_algorithm=aftercurrent task_adjust_boundary_algorithm=auto + task_adjust_boundary_algorithm=beforenext + task_adjust_boundary_algorithm=offset task_adjust_boundary_algorithm=percent task_adjust_boundary_algorithm=rate - task_adjust_boundary_algorithm=aftercurrent - task_adjust_boundary_algorithm=beforenext + task_adjust_boundary_algorithm=rateaggressive .. versionadded:: 1.0.4 """ -PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE = "task_adjust_boundary_percent_value" +PPN_TASK_ADJUST_BOUNDARY_AFTERCURRENT_VALUE = "task_adjust_boundary_aftercurrent_value" """ -Key for the percentage associated -with ``task_adjust_boundary_algorithm=percent`` +Key for the delay, in seconds, associated +with ``task_adjust_boundary_algorithm=aftercurrent`` Usage: config string, TXT config file, XML config file -Values: int +Values: float Example:: - task_adjust_boundary_percent_value=0 - task_adjust_boundary_percent_value=50 - task_adjust_boundary_percent_value=75 - task_adjust_boundary_percent_value=100 + task_adjust_boundary_aftercurrent_value=0.150 .. versionadded:: 1.0.4 """ -PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE = "task_adjust_boundary_rate_value" +PPN_TASK_ADJUST_BOUNDARY_BEFORENEXT_VALUE = "task_adjust_boundary_beforenext_value" """ -Key for the rate, in characters/second, associated -with ``task_adjust_boundary_algorithm=rate`` +Key for the delay, in seconds, associated +with ``task_adjust_boundary_algorithm=beforenext`` Usage: config string, TXT config file, XML config file @@ -449,15 +457,15 @@ Example:: - task_adjust_boundary_rate_value=21.0 + task_adjust_boundary_beforenext_value=0.200 .. versionadded:: 1.0.4 """ -PPN_TASK_ADJUST_BOUNDARY_AFTERCURRENT_VALUE = "task_adjust_boundary_aftercurrent_value" +PPN_TASK_ADJUST_BOUNDARY_OFFSET_VALUE = "task_adjust_boundary_offset_value" """ -Key for the delay, in seconds, associated -with ``task_adjust_boundary_algorithm=aftercurrent`` +Key for the percentage associated +with ``task_adjust_boundary_algorithm=offset`` Usage: config string, TXT config file, XML config file @@ -465,15 +473,36 @@ Example:: - task_adjust_boundary_aftercurrent_value=0.150 + task_adjust_boundary_offset_value=-0.200 + task_adjust_boundary_offset_value=0.150 + +.. versionadded:: 1.1.0 +""" + +PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE = "task_adjust_boundary_percent_value" +""" +Key for the percentage associated +with ``task_adjust_boundary_algorithm=percent`` + +Usage: config string, TXT config file, XML config file + +Values: int + +Example:: + + task_adjust_boundary_percent_value=0 + task_adjust_boundary_percent_value=50 + task_adjust_boundary_percent_value=75 + task_adjust_boundary_percent_value=100 .. versionadded:: 1.0.4 """ -PPN_TASK_ADJUST_BOUNDARY_BEFORENEXT_VALUE = "task_adjust_boundary_beforenext_value" +PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE = "task_adjust_boundary_rate_value" """ -Key for the delay, in seconds, associated -with ``task_adjust_boundary_algorithm=beforenext`` +Key for the rate, in characters/second, associated +with ``task_adjust_boundary_algorithm=rate`` and +``task_adjust_boundary_algorithm=rateaggressive`` Usage: config string, TXT config file, XML config file @@ -481,7 +510,7 @@ Example:: - task_adjust_boundary_beforenext_value=0.200 + task_adjust_boundary_rate_value=21.0 .. versionadded:: 1.0.4 """ @@ -688,6 +717,15 @@ """ +USE_C_EXTENSIONS = True +""" Try to use the C extensions instead of pure Python code. +If the C extensions are not available, the pure Python code +will be run instead. +Default: ``True``. + +.. versionadded:: 1.1.0 +""" + VAD_EXTEND_SPEECH_INTERVAL_AFTER = 0 """ Extend to the right (after/future) @@ -706,14 +744,6 @@ .. versionadded:: 1.0.4 """ -VAD_FRAME_RATE = 25 -""" -VAD MFCC frame rate, in steps per second. -Default: ``25``, corresponding to steps of ``40ms`` length. - -.. versionadded:: 1.0.4 -""" - VAD_LOG_ENERGY_THRESHOLD = 0.699 """ Threshold for the VAD algorithm to decide diff --git a/aeneas/globalfunctions.py b/aeneas/globalfunctions.py index a3182d34..37af7b80 100644 --- a/aeneas/globalfunctions.py +++ b/aeneas/globalfunctions.py @@ -2,7 +2,7 @@ # coding=utf-8 """ -Global common functions. +Global common functions. """ import math @@ -16,10 +16,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -54,7 +55,7 @@ def file_name_without_extension(path): :type path: string (path) :rtype: string (path) """ - if path == None: + if path is None: return None return os.path.splitext(os.path.basename(path))[0] @@ -90,7 +91,7 @@ def safe_int(string, default=None): :type default: int """ value = safe_float(string, default) - if value != None: + if value is not None: value = int(value) return value @@ -134,7 +135,7 @@ def config_txt_to_string(string): :type string: string :rtype: string """ - if string == None: + if string is None: return None pairs = [l for l in string.splitlines() if len(l) > 0] return gc.CONFIG_STRING_SEPARATOR_SYMBOL.join(pairs) @@ -156,7 +157,7 @@ def config_string_to_dict(string, result=None): :type string: string :rtype: dict """ - if string == None: + if string is None: return dict() pairs = string.split(gc.CONFIG_STRING_SEPARATOR_SYMBOL) return pairs_to_dict(pairs, result) @@ -184,7 +185,7 @@ def config_xml_to_dict(contents, result, parse_job=True): if parse_job: # parse job for elem in root: - if (elem.tag != gc.CONFIG_XML_TASKS_TAG) and (elem.text != None): + if (elem.tag != gc.CONFIG_XML_TASKS_TAG) and (elem.text is not None): pairs.append("%s%s%s" % ( elem.tag, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, @@ -198,7 +199,7 @@ def config_xml_to_dict(contents, result, parse_job=True): if task.tag == gc.CONFIG_XML_TASK_TAG: pairs = [] for elem in task: - if elem.text != None: + if elem.text is not None: pairs.append("%s%s%s" % ( elem.tag, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, @@ -262,7 +263,7 @@ def pairs_to_dict(pairs, result=None): (len(tokens[0])) > 0 and (len(tokens[1]) > 0)): dictionary[tokens[0]] = tokens[1] - elif result != None: + elif result is not None: result.add_warning("Invalid key=value string: '%s'" % pair) return dictionary @@ -381,5 +382,37 @@ def time_to_srt(time_value): """ return time_to_hhmmssmmm(time_value, ",") +def can_run_c_extension(name=None): + """ + Determine whether the given Python C extension loads correctly. + + If ``name`` is ``None``, tests all Python C extensions, + and return ``True`` if and only if all load correctly. + + :param name: the name of the Python C extension to test + :type name: string + :rtype: bool + """ + + def can_run_cdtw(): + try: + import aeneas.cdtw + return True + except: + return False + def can_run_cmfcc(): + try: + import aeneas.cmfcc + return True + except: + return False + + if name == "cdtw": + return can_run_cdtw() + elif name == "cmfcc": + return can_run_cmfcc() + else: + return can_run_cdtw() and can_run_cmfcc() + diff --git a/aeneas/hierarchytype.py b/aeneas/hierarchytype.py index 3b705a8b..480b82e4 100644 --- a/aeneas/hierarchytype.py +++ b/aeneas/hierarchytype.py @@ -9,10 +9,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" diff --git a/aeneas/idsortingalgorithm.py b/aeneas/idsortingalgorithm.py index 0f7b7c06..ed4b624f 100644 --- a/aeneas/idsortingalgorithm.py +++ b/aeneas/idsortingalgorithm.py @@ -12,10 +12,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -52,7 +53,7 @@ class IDSortingAlgorithm(object): def __init__(self, algorithm, logger=None): self.algorithm = algorithm self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): diff --git a/aeneas/job.py b/aeneas/job.py index 7d619edb..6fc94171 100644 --- a/aeneas/job.py +++ b/aeneas/job.py @@ -14,10 +14,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -36,7 +37,7 @@ def __init__(self, config_string=None): self.tasks = [] self.identifier = str(uuid.uuid4()).lower() self.configuration = None - if config_string != None: + if config_string is not None: self.configuration = JobConfiguration(config_string) def add_task(self, task): @@ -102,7 +103,7 @@ def __init__(self, config_string=None): self.fields[key] = None # populate values from config_string - if config_string != None: + if config_string is not None: properties = gf.config_string_to_dict(config_string) for key in properties: if key in self.field_names: @@ -118,7 +119,7 @@ def config_string(self): :rtype: string """ - return (gc.CONFIG_STRING_SEPARATOR_SYMBOL).join(["%s%s%s" % (fn, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, self.fields[fn]) for fn in self.field_names if self.fields[fn] != None]) + return (gc.CONFIG_STRING_SEPARATOR_SYMBOL).join(["%s%s%s" % (fn, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, self.fields[fn]) for fn in self.field_names if self.fields[fn] is not None]) @property def description(self): @@ -211,7 +212,7 @@ def is_task_directory_name_regex(self, value): @property def is_text_file_format(self): """ - The text file format of the input file texts. + The text file format of the input file texts. :rtype: string (from the :class:`aeneas.textfile.TextFileFormat`) """ @@ -283,7 +284,7 @@ def is_text_unparsed_id_sort(self): @is_text_unparsed_id_sort.setter def is_text_unparsed_id_sort(self, value): self.fields[gc.PPN_JOB_IS_TEXT_UNPARSED_ID_SORT] = value - + @property def os_file_name(self): """ diff --git a/aeneas/language.py b/aeneas/language.py index 395d2225..5b9b382c 100644 --- a/aeneas/language.py +++ b/aeneas/language.py @@ -8,10 +8,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" diff --git a/aeneas/logger.py b/aeneas/logger.py index 64c7b233..33dbd8f4 100644 --- a/aeneas/logger.py +++ b/aeneas/logger.py @@ -10,10 +10,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -56,7 +57,7 @@ def __len__(self): # """ # return self.__entries #@entries.setter - #def entries(self, entries): + #def entries(self, entries): # self.__entries = entries @property @@ -68,7 +69,7 @@ def tee(self): """ return self.__tee @tee.setter - def tee(self, tee): + def tee(self, tee): self.__tee = tee @property @@ -81,7 +82,7 @@ def indentation(self): """ return self.__indentation @indentation.setter - def indentation(self, indentation): + def indentation(self, indentation): self.__indentation = indentation def log(self, message, severity=INFO, tag=""): @@ -199,7 +200,7 @@ def __init__(self, message, severity, tag, indentation, time): self.tag = tag self.indentation = indentation self.time = time - + @property def message(self): """ diff --git a/aeneas/syncmap.py b/aeneas/syncmap.py index 3c30c214..fa614e56 100644 --- a/aeneas/syncmap.py +++ b/aeneas/syncmap.py @@ -28,10 +28,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -47,7 +48,7 @@ class SyncMap(object): def __init__(self, logger=None): self.fragments = [] self.logger = Logger() - if logger != None: + if logger is not None: self.logger = logger def _log(self, message, severity=Logger.DEBUG): @@ -121,7 +122,7 @@ def output(self, sync_map_format, output_file_path, parameters=None): return False text_ref = parameters[gc.PPN_TASK_OS_FILE_SMIL_PAGE_REF] audio_ref = parameters[gc.PPN_TASK_OS_FILE_SMIL_AUDIO_REF] - if (text_ref == None) or (audio_ref == None): + if (text_ref is None) or (audio_ref is None): return False try: diff --git a/aeneas/synthesizer.py b/aeneas/synthesizer.py index 6afdbd16..49d4d759 100644 --- a/aeneas/synthesizer.py +++ b/aeneas/synthesizer.py @@ -20,10 +20,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -41,10 +42,11 @@ class Synthesizer(object): def __init__(self, logger=None): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def synthesize(self, text_file, audio_file_path): diff --git a/aeneas/task.py b/aeneas/task.py index b9abfb6d..b8eecfe1 100644 --- a/aeneas/task.py +++ b/aeneas/task.py @@ -12,17 +12,17 @@ import aeneas.globalconstants as gc import aeneas.globalfunctions as gf -from aeneas.adjustboundaryalgorithm import AdjustBoundaryAlgorithm from aeneas.audiofile import AudioFile from aeneas.textfile import TextFile __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -51,7 +51,7 @@ def __init__(self, config_string=None): self.sync_map_file_path = None # relative to output container root self.sync_map_file_path_absolute = None # concrete path, file will be written to this! self.sync_map = None - if config_string != None: + if config_string is not None: self.configuration = TaskConfiguration(config_string) def __str__(self): @@ -109,19 +109,20 @@ def _populate_audio_file(self): Create the ``self.audio_file`` object by reading the audio file at ``self.audio_file_path_absolute``. """ - if self.audio_file_path_absolute != None: + if self.audio_file_path_absolute is not None: self.audio_file = AudioFile( file_path=self.audio_file_path_absolute, logger=None ) + self.audio_file.read_properties() def _populate_text_file(self): """ Create the ``self.text_file`` object by reading the text file at ``self.text_file_path_absolute``. """ - if ((self.text_file_path_absolute != None) and - (self.configuration.language != None)): + if ((self.text_file_path_absolute is not None) and + (self.configuration.language is not None)): parameters = dict() parameters[gc.PPN_TASK_IS_TEXT_UNPARSED_CLASS_REGEX] = self.configuration.is_text_unparsed_class_regex parameters[gc.PPN_TASK_IS_TEXT_UNPARSED_ID_REGEX] = self.configuration.is_text_unparsed_id_regex @@ -155,13 +156,13 @@ def output_sync_map_file(self, container_root_path=None): :type container_root_path: string (path) :rtype: return the path of the sync map file created """ - if self.sync_map == None: + if self.sync_map is None: return None - if (container_root_path != None) and (self.sync_map_file_path == None): + if (container_root_path is not None) and (self.sync_map_file_path is None): return None - if (container_root_path != None) and (self.sync_map_file_path != None): + if (container_root_path is not None) and (self.sync_map_file_path is not None): path = os.path.join(container_root_path, self.sync_map_file_path) elif self.sync_map_file_path_absolute: path = self.sync_map_file_path_absolute @@ -197,10 +198,11 @@ def __init__(self, config_string=None): gc.PPN_TASK_CUSTOM_ID, gc.PPN_TASK_ADJUST_BOUNDARY_ALGORITHM, - gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE, - gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE, gc.PPN_TASK_ADJUST_BOUNDARY_AFTERCURRENT_VALUE, gc.PPN_TASK_ADJUST_BOUNDARY_BEFORENEXT_VALUE, + gc.PPN_TASK_ADJUST_BOUNDARY_OFFSET_VALUE, + gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE, + gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE, gc.PPN_TASK_IS_AUDIO_FILE_HEAD_LENGTH, gc.PPN_TASK_IS_AUDIO_FILE_PROCESS_LENGTH, @@ -219,7 +221,7 @@ def __init__(self, config_string=None): self.fields[key] = None # populate values from config_string - if config_string != None: + if config_string is not None: properties = gf.config_string_to_dict(config_string) for key in properties: if key in self.field_names: @@ -234,7 +236,7 @@ def config_string(self): :rtype: string """ - return (gc.CONFIG_STRING_SEPARATOR_SYMBOL).join(["%s%s%s" % (fn, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, self.fields[fn]) for fn in self.field_names if self.fields[fn] != None]) + return (gc.CONFIG_STRING_SEPARATOR_SYMBOL).join(["%s%s%s" % (fn, gc.CONFIG_STRING_ASSIGNMENT_SYMBOL, self.fields[fn]) for fn in self.field_names if self.fields[fn] is not None]) @property def description(self): @@ -287,39 +289,6 @@ def adjust_boundary_algorithm(self): def adjust_boundary_algorithm(self, value): self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_ALGORITHM] = value - @property - def adjust_boundary_percent_value(self): - """ - The new boundary between two consecutive fragments - will be set at this ``value`` percent - of the nonspeech interval between the two fragments. - The value must be between ``0`` and ``100``. - - .. versionadded:: 1.0.4 - - :rtype: int - """ - return self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE] - @adjust_boundary_percent_value.setter - def adjust_boundary_percent_value(self, value): - self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE] = value - - @property - def adjust_boundary_rate_value(self): - """ - The new boundary will be set trying to keep the rate - of all the fragments below this ``value`` characters/second. - The value must be greater than ``0``. - - .. versionadded:: 1.0.4 - - :rtype: float - """ - return self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE] - @adjust_boundary_rate_value.setter - def adjust_boundary_rate_value(self, value): - self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE] = value - @property def adjust_boundary_aftercurrent_value(self): """ @@ -352,6 +321,56 @@ def adjust_boundary_beforenext_value(self): def adjust_boundary_beforenext_value(self, value): self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_BEFORENEXT_VALUE] = value + @property + def adjust_boundary_offset_value(self): + """ + The new boundary between two consecutive fragments + will be set at ``value`` seconds from the current value. + A negative ``value`` will move the boundary back, + a positive ``value`` will move the boundary forward. + + .. versionadded:: 1.1.0 + + :rtype: float + """ + return self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_OFFSET_VALUE] + @adjust_boundary_offset_value.setter + def adjust_boundary_offset_value(self, value): + self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_OFFSET_VALUE] = value + + @property + def adjust_boundary_percent_value(self): + """ + The new boundary between two consecutive fragments + will be set at this ``value`` percent + of the nonspeech interval between the two fragments. + The value must be between ``0`` and ``100``. + + .. versionadded:: 1.0.4 + + :rtype: int + """ + return self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE] + @adjust_boundary_percent_value.setter + def adjust_boundary_percent_value(self, value): + self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_PERCENT_VALUE] = value + + @property + def adjust_boundary_rate_value(self): + """ + The new boundary will be set trying to keep the rate + of all the fragments below this ``value`` characters/second. + The value must be greater than ``0``. + + .. versionadded:: 1.0.4 + + :rtype: float + """ + return self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE] + @adjust_boundary_rate_value.setter + def adjust_boundary_rate_value(self, value): + self.fields[gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE] = value + @property def is_text_file_format(self): """ diff --git a/aeneas/tests/__init__.py b/aeneas/tests/__init__.py index 3cc1190f..11d3bf2f 100644 --- a/aeneas/tests/__init__.py +++ b/aeneas/tests/__init__.py @@ -11,10 +11,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = 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zy8BYT3TN$xk9Qwf0~=GvM7RV;f^gL2JZ3$37BnIkc#Uj_`l2@i11ZOzY9J^TxxQz) zuGhGaQmntin%C!gQLgfB5R+U156TE;lLIV6G~;2mqzm6>TZn;e7-659IQjdCrcciI zEi93{aS!6Foe6B^7EkUbIEuE(pI9k>;MwvmmcXy9n{mVl{H%D&{KXS@+wD;H3N@!^ z>s4%tWxTg_ys(Q4_+O%}J&yJ-cSA{RX?;?kWF+|wE&U)p;2JXDoR?pP8TQ@C z_vz>lMp4W0<~*jcW)taki_j{j1%%aDHQ8Rf^Q%Wkx1ftm1({ud*3u6dU}U?Rk~t8K zwlfnztuPvNVZU*2jhXe5-M$OQnggICJzu@YEO6>F&RHpAdb7pox^|p#Cg`c2-lN#6 z6dDpr8{N|pd1ywk#=)=690l)kb~AD|=jueK2OwQKP}0b};hdoh+xv58gIQ~YY%=ms zD@92*i@P1qzY(k%>FvyyIl9&$jTQv-+4yWD-Dk6BHc#LK&!s{cjkP8b7Jzso9Rn$n04IUMlhxCz+uI3^>vpaP)`?erged z_ZkrCXvDq^-g7^A$xWor4P?$OWYK*fM`x&MBNFo{a_(;=lz!65h`c_EKDZZ+Z$Iz+ z3r2KV?&aS9F)Tj^`KUaUFY+6%!I>5DXMHhb92WP{o5I*5BgsT@%!sU?tGH1bu0~&v z^T<#!Y#9sBg)7ioTecVZUQ$pl6-VeN9;3co=quTgo=L#9jUE?={)5`|T1m@wr{wo> zKFaO80SVJzLX*}3L2S7~gP(O2?%J9FEQMOMTnyaPv8GtP+(x8|*> zGv~*y(Yi5bwFp-|-a=z+hzUF|Gi5EN&WQotGAeBl|3s(77Ud&(hog(~_QenLGrH&I zoy#a7E1CY}C6K={B 53.0) + self.assertTrue(audiofile.audio_length < 54.0) if __name__ == '__main__': unittest.main() diff --git a/aeneas/tests/test_cdtw.py b/aeneas/tests/test_cdtw.py new file mode 100644 index 00000000..19758ed4 --- /dev/null +++ b/aeneas/tests/test_cdtw.py @@ -0,0 +1,45 @@ +#!/usr/bin/env python +# coding=utf-8 + +import numpy +import os +import sys +import unittest + +from . import get_abs_path + +class TestCDTW(unittest.TestCase): + + MFCC1 = get_abs_path("res/cdtw/mfcc1_53") + MFCC2 = get_abs_path("res/cdtw/mfcc2_53") + + def test_compute_path(self): + try: + import aeneas.cdtw + mfcc1 = numpy.loadtxt(self.MFCC1) + mfcc2 = numpy.loadtxt(self.MFCC2) + l, n = mfcc1.shape + l, m = mfcc2.shape + norm2_1 = numpy.sqrt(numpy.sum(mfcc1 ** 2, 0)) + norm2_2 = numpy.sqrt(numpy.sum(mfcc2 ** 2, 0)) + delta = 3000 + if delta > m: + delta = m + best_path = aeneas.cdtw.cdtw_compute_best_path( + mfcc1, + mfcc2, + norm2_1, + norm2_2, + delta + ) + self.assertEqual(len(best_path), 1418) + self.assertEqual(best_path[0], (0, 0)) + self.assertEqual(best_path[-1], (n-1, m-1)) + except ImportError as e: + pass + +if __name__ == '__main__': + unittest.main() + + + diff --git a/aeneas/tests/test_cmfcc.py b/aeneas/tests/test_cmfcc.py new file mode 100644 index 00000000..873ba6fc --- /dev/null +++ b/aeneas/tests/test_cmfcc.py @@ -0,0 +1,46 @@ +#!/usr/bin/env python +# coding=utf-8 + +import numpy +import unittest +from scikits.audiolab import wavread + +from . import get_abs_path + +class TestCMFCC(unittest.TestCase): + + AUDIO = get_abs_path("res/cmfcc/audio.wav") + MFCC_PRE_PY = get_abs_path("res/cmfcc/mfcc_py") + MFCC_PRE_C = get_abs_path("res/cmfcc/mfcc_c") + + def compare_with_tolerance(self, a, b, tolerance=1E-6): + return not (((a - b) > tolerance).any()) + + def test_compute_mfcc(self): + try: + import aeneas.cmfcc + mfcc_pre_py = numpy.loadtxt(self.MFCC_PRE_PY) + mfcc_pre_c = numpy.loadtxt(self.MFCC_PRE_C) + data, sample_rate, encoding = wavread(self.AUDIO) + mfcc_c = aeneas.cmfcc.cmfcc_compute_mfcc( + data, + sample_rate, + 25, + 40, + 13, + 512, + 133.3333, + 6855.4976, + 0.97, + 0.0256 + ).transpose() + self.assertTrue(self.compare_with_tolerance(mfcc_c, mfcc_pre_py)) + self.assertTrue(self.compare_with_tolerance(mfcc_c, mfcc_pre_c)) + except ImportError as e: + pass + +if __name__ == '__main__': + unittest.main() + + + diff --git a/aeneas/tests/test_syncmap.py b/aeneas/tests/test_syncmap.py index a56a8b62..78fa4298 100644 --- a/aeneas/tests/test_syncmap.py +++ b/aeneas/tests/test_syncmap.py @@ -17,7 +17,7 @@ class TestSyncMap(unittest.TestCase): def load(self, path=None, lines=None, fmt=TextFileFormat.PARSED): syn = SyncMap() - if path == None: + if path is None: path = "res/inputtext/sonnet_parsed.txt" lines = 15 tfl = TextFile(get_abs_path(path), fmt) diff --git a/aeneas/tests/test_validator.py b/aeneas/tests/test_validator.py index f8cdddfa..ee01ab5b 100644 --- a/aeneas/tests/test_validator.py +++ b/aeneas/tests/test_validator.py @@ -459,6 +459,21 @@ def test_check_task_configuration_33(self): result = validator.check_task_configuration(string) self.assertTrue(result.passed) + def test_check_task_configuration_34(self): + logger = Logger() + validator = Validator(logger=logger) + string = "task_language=it|is_text_type=plain|os_task_file_name=output.txt|os_task_file_format=txt|task_adjust_boundary_algorithm=rateagressive" + result = validator.check_task_configuration(string) + self.assertFalse(result.passed) + self.assertGreater(len(result.errors), 0) + + def test_check_task_configuration_35(self): + logger = Logger() + validator = Validator(logger=logger) + string = "task_language=it|is_text_type=plain|os_task_file_name=output.txt|os_task_file_format=txt|task_adjust_boundary_algorithm=rateaggressive|task_adjust_boundary_rate_value=21" + result = validator.check_task_configuration(string) + self.assertTrue(result.passed) + def test_check_container_txt_01(self): logger = Logger() validator = Validator(logger=logger) diff --git a/aeneas/textfile.py b/aeneas/textfile.py index dbda1579..0867375b 100644 --- a/aeneas/textfile.py +++ b/aeneas/textfile.py @@ -11,17 +11,17 @@ import re import aeneas.globalconstants as gc -import aeneas.globalfunctions as gf from aeneas.idsortingalgorithm import IDSortingAlgorithm from aeneas.logger import Logger __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -151,7 +151,7 @@ def identifier(self): """ The identifier of the text fragment. - :rtype: unicode + :rtype: unicode """ return self.__identifier @identifier.setter @@ -215,9 +215,9 @@ def __init__( self.parameters = parameters self.fragments = [] self.logger = Logger() - if logger != None: + if logger is not None: self.logger = logger - if (self.file_path != None) and (self.file_format != None): + if (self.file_path is not None) and (self.file_format is not None): self._read_from_file() def __len__(self): @@ -227,6 +227,7 @@ def __str__(self): return "\n".join([str(f) for f in self.fragments]) def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) @property @@ -410,13 +411,13 @@ def _read_unparsed(self, lines, parameters): attributes = dict() if gc.PPN_JOB_IS_TEXT_UNPARSED_CLASS_REGEX in parameters: class_regex_string = parameters[gc.PPN_JOB_IS_TEXT_UNPARSED_CLASS_REGEX] - if class_regex_string != None: + if class_regex_string is not None: self._log(["Regex for class: '%s'", class_regex_string]) class_regex = re.compile(r".*\b" + class_regex_string + r"\b.*") attributes['class'] = class_regex if gc.PPN_JOB_IS_TEXT_UNPARSED_ID_REGEX in parameters: id_regex_string = parameters[gc.PPN_JOB_IS_TEXT_UNPARSED_ID_REGEX] - if id_regex_string != None: + if id_regex_string is not None: self._log(["Regex for id: '%s'", id_regex_string]) id_regex = re.compile(r".*\b" + id_regex_string + r"\b.*") attributes['id'] = id_regex diff --git a/aeneas/tools/__init__.py b/aeneas/tools/__init__.py index cf63e243..c6ce6a13 100644 --- a/aeneas/tools/__init__.py +++ b/aeneas/tools/__init__.py @@ -12,14 +12,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def get_rel_path(path): + """ Get path relative to the CWD """ current_dir = os.path.dirname(os.path.realpath(sys.argv[0])) target = os.path.join(current_dir, path) return os.path.relpath(target) diff --git a/aeneas/tools/espeak_wrapper.py b/aeneas/tools/espeak_wrapper.py index 985a327b..eb6aa3f6 100644 --- a/aeneas/tools/espeak_wrapper.py +++ b/aeneas/tools/espeak_wrapper.py @@ -12,14 +12,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.espeak_wrapper" print "" print "Usage:" @@ -30,6 +32,7 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 4: usage() return diff --git a/aeneas/tools/execute_job.py b/aeneas/tools/execute_job.py index 64a71b25..3c6b78eb 100644 --- a/aeneas/tools/execute_job.py +++ b/aeneas/tools/execute_job.py @@ -15,14 +15,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.execute_job" file_path = get_rel_path("../tests/res/container/job.zip") print "" @@ -34,11 +36,10 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 3: usage() return - - # TODO use argparse container_path = sys.argv[1] config_string = None verbose = (sys.argv[-1] == "-v") diff --git a/aeneas/tools/execute_task.py b/aeneas/tools/execute_task.py index d0e2f1aa..3f3ea20e 100644 --- a/aeneas/tools/execute_task.py +++ b/aeneas/tools/execute_task.py @@ -16,14 +16,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.execute_task" dir_path_1 = get_rel_path("../tests/res/example_jobs/example1/OEBPS/Resources") config_string_1 = "task_language=en|os_task_file_format=srt|is_text_type=parsed" @@ -45,11 +47,10 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 5: usage() return - - # TODO use argparse audio_file_path = sys.argv[1] text_file_path = sys.argv[2] config_string = sys.argv[3] @@ -77,7 +78,7 @@ def main(): path = task.output_sync_map_file() print "[INFO] Creating output sync map file... done" - if path != None: + if path is not None: print "[INFO] Created %s" % path else: print "[ERRO] An error occurred while writing the output sync map file" diff --git a/aeneas/tools/extract_mfcc.py b/aeneas/tools/extract_mfcc.py new file mode 100644 index 00000000..7463df9b --- /dev/null +++ b/aeneas/tools/extract_mfcc.py @@ -0,0 +1,55 @@ +#!/usr/bin/env python +# coding=utf-8 + +""" +Probe the properties of a given audio file +""" + +import numpy +import sys + +from aeneas.audiofile import AudioFile +from aeneas.tools import get_rel_path + +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL 3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +def usage(): + """ Print usage message """ + name = "aeneas.tools.extract_mfcc" + file_path = get_rel_path("../tests/res/cmfcc/audio.wav") + print "" + print "Usage:" + print " $ python -m %s /path/to/audio_file.mono.wav /path/to/output.txt" % name + print "" + print "Example:" + print " $ python -m %s %s /tmp/audio.wav.mfcc.txt" % (name, file_path) + print "" + +def main(): + """ Entry point """ + if len(sys.argv) < 3: + usage() + return + file_path = sys.argv[1] + save_path = sys.argv[2] + audiofile = AudioFile(file_path) + audiofile.load_data() + audiofile.extract_mfcc() + audiofile.clear_data() + numpy.savetxt(save_path, audiofile.audio_mfcc) + print "[INFO] MFCCs saved to %s" % (save_path) + +if __name__ == '__main__': + main() + + + diff --git a/aeneas/tools/ffmpeg_wrapper.py b/aeneas/tools/ffmpeg_wrapper.py index d5f0d0e9..a38394b3 100644 --- a/aeneas/tools/ffmpeg_wrapper.py +++ b/aeneas/tools/ffmpeg_wrapper.py @@ -13,14 +13,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.ffmpeg_wrapper" file_path = get_rel_path("../tests/res/container/job/assets/p001.mp3") print "" @@ -32,6 +34,7 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 3: usage() return diff --git a/aeneas/tools/ffprobe_wrapper.py b/aeneas/tools/ffprobe_wrapper.py index a3842485..0d714d79 100644 --- a/aeneas/tools/ffprobe_wrapper.py +++ b/aeneas/tools/ffprobe_wrapper.py @@ -13,14 +13,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.ffprobe_wrapper" file_path = get_rel_path("../tests/res/container/job/assets/p001.mp3") print "" @@ -32,6 +34,7 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 2: usage() return diff --git a/aeneas/tools/read_audio.py b/aeneas/tools/read_audio.py index 7711bb5a..2e1324f7 100644 --- a/aeneas/tools/read_audio.py +++ b/aeneas/tools/read_audio.py @@ -13,14 +13,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.read_audio" file_path = get_rel_path("../tests/res/container/job/assets/p001.mp3") print "" @@ -32,11 +34,13 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 2: usage() return file_path = sys.argv[1] audiofile = AudioFile(file_path) + audiofile.read_properties() print str(audiofile) if __name__ == '__main__': diff --git a/aeneas/tools/read_text.py b/aeneas/tools/read_text.py index 277255c6..ab1b3e5f 100644 --- a/aeneas/tools/read_text.py +++ b/aeneas/tools/read_text.py @@ -14,21 +14,23 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.read_text" file_path_1 = get_rel_path("../tests/res/inputtext/sonnet_parsed.txt") file_path_2 = get_rel_path("../tests/res/inputtext/sonnet_plain.txt") file_path_3 = get_rel_path("../tests/res/inputtext/sonnet_unparsed_class_id.xhtml") print "" print "Usage:" - print " $ python -m %s [list|parsed|plain|unparsed] /path/to/text_file [parameters]" % name + print " $ python -m %s [list|parsed|plain|unparsed] /path/to/text_file [parameters]" % name print "" print "Example:" print " $ python -m %s list 'fragment 1|fragment 2|fragment 3'" % name @@ -41,13 +43,12 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 3: usage() return - text_format = sys.argv[1] file_path = sys.argv[2] - parameters = {} for i in range(3, len(sys.argv)): key, value = sys.argv[i].split("=") diff --git a/aeneas/tools/run_vad.py b/aeneas/tools/run_vad.py index 4136be7f..36cc11b9 100644 --- a/aeneas/tools/run_vad.py +++ b/aeneas/tools/run_vad.py @@ -19,14 +19,16 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.run_vad" dir_path = get_rel_path("../tests/res/example_jobs/example1/OEBPS/Resources") print "" @@ -42,23 +44,23 @@ def usage(): print "" def cleanup(handler, path): - if handler != None: + """ Remove temporary hadler/file """ + if handler is not None: try: os.close(handler) except: pass - if path != None: + if path is not None: try: os.remove(path) except: pass def main(): + """ Entry point """ if len(sys.argv) < 4: usage() return - - # TODO use argparse audio_file_path = sys.argv[1] tmp_handler, tmp_file_path = tempfile.mkstemp( suffix=".wav", @@ -71,7 +73,7 @@ def main(): if mode not in ["speech", "nonspeech", "both"]: usage() return - + logger = Logger(tee=verbose) print "[INFO] Converting audio file to mono..." diff --git a/aeneas/tools/validate.py b/aeneas/tools/validate.py index 96711fdb..60b900f4 100644 --- a/aeneas/tools/validate.py +++ b/aeneas/tools/validate.py @@ -14,20 +14,22 @@ import sys -from aeneas.validator import Validator, ValidatorResult +from aeneas.validator import Validator from aeneas.tools import get_rel_path __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" def usage(): + """ Print usage message """ name = "aeneas.tools.validate" file_path_1 = get_rel_path("../tests/res/container/job.zip") file_path_2 = get_rel_path("../tests/res/container/job/config.txt") @@ -48,6 +50,7 @@ def usage(): print "" def main(): + """ Entry point """ if len(sys.argv) < 3: usage() return diff --git a/aeneas/vad.py b/aeneas/vad.py index 21a03275..1eb2efef 100644 --- a/aeneas/vad.py +++ b/aeneas/vad.py @@ -17,19 +17,19 @@ import numpy import os -from scikits.audiolab import wavread import aeneas.globalconstants as gc +from aeneas.audiofile import AudioFile from aeneas.logger import Logger -from aeneas.mfcc import MFCC __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -39,8 +39,8 @@ class VAD(object): :param wave_path: the path to the wav file (must be mono!) :type wave_path: string (path) - :param frame_rate: the VAD MFCC frame rate, in frames per second. Default: - :class:`aeneas.globalconstants.VAD_FRAME_RATE` + :param frame_rate: the MFCC frame rate, in frames per second. Default: + :class:`aeneas.globalconstants.MFCC_FRAME_RATE` :type frame_rate: int :param energy_threshold: the threshold for the VAD algorithm to decide that a given frame contains speech. Note that @@ -68,7 +68,7 @@ class VAD(object): def __init__( self, wave_path=None, - frame_rate=gc.VAD_FRAME_RATE, + frame_rate=gc.MFCC_FRAME_RATE, energy_threshold=gc.VAD_LOG_ENERGY_THRESHOLD, min_nonspeech_length=gc.VAD_MIN_NONSPEECH_LENGTH, extend_after=gc.VAD_EXTEND_SPEECH_INTERVAL_AFTER, @@ -76,7 +76,7 @@ def __init__( logger=None ): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() self.wave_path = wave_path self.frame_rate = frame_rate @@ -90,6 +90,7 @@ def __init__( self.nonspeech = None def _log(self, message, severity=Logger.DEBUG): + """ Log """ self.logger.log(message, severity, self.TAG) def compute_mfcc(self): @@ -97,26 +98,18 @@ def compute_mfcc(self): Compute the MFCCs of the wave, and store them internally. """ - if (self.wave_path != None) and (os.path.isfile(self.wave_path)): - self._log("Computing MFCCs for wave") - self.wave_mfcc, self.wave_len = self._compute_mfcc(self.wave_path) + if (self.wave_path is not None) and (os.path.isfile(self.wave_path)): + self._log("Computing MFCCs for wave...") + wave = AudioFile(self.wave_path, logger=self.logger) + wave.load_data() + wave.extract_mfcc(self.frame_rate) + wave.clear_data() + self.wave_mfcc = wave.audio_mfcc + self.wave_len = wave.audio_length + self._log("Computing MFCCs for wave... done") else: - # TODO raise - pass - - def _compute_mfcc(self, path): - self._log(["Computing MFCCs for '%s'", path]) - self._log("Loading wav file") - data, sample_frequency, encoding = wavread(path) - length = (float(len(data)) / sample_frequency) - self._log(["Sample length: %f", length]) - self._log(["Sample frequency: %f", sample_frequency]) - self._log(["Sample encoding: %s", encoding]) - self._log("Computing MFCCs") - computer = MFCC(samprate=sample_frequency, frate=self.frame_rate) - result = computer.sig2s2mfc(data).transpose() - self._log("Returning MFCCs") - return (result, length) + self._log(["Input file '%s' cannot be read", self.wave_path], Logger.CRITICAL) + raise OSError("Input file cannot be read") @property def speech(self): diff --git a/aeneas/validator.py b/aeneas/validator.py index 39d21d92..e990a2c6 100644 --- a/aeneas/validator.py +++ b/aeneas/validator.py @@ -22,10 +22,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL v3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -38,7 +39,7 @@ class Validator(object): def __init__(self, logger=None): self.logger = logger - if self.logger == None: + if self.logger is None: self.logger = Logger() def _log(self, message, severity=Logger.DEBUG): @@ -100,7 +101,7 @@ def _check_allowed_value(self, parameters, key, allowed_values, result): self._log(["Checking allowed values for parameter '%s'", key]) if key in parameters: value = parameters[key] - if (value == None) or (not value in allowed_values): + if (value is None) or (not value in allowed_values): msg = "Parameter '%s' has value '%s' which is not allowed." % (key, value) result.passed = False result.add_error(msg) @@ -172,7 +173,7 @@ def _check_required_parameters( # check that the input parameters are not empty self._log("Checking input parameters are not empty") - if (parameters == None) or (len(parameters) == 0): + if (parameters is None) or (len(parameters) == 0): msg = "No parameters supplied." result.passed = False result.add_error(msg) @@ -302,6 +303,14 @@ def _check_required_parameters( [gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE], result ) + # task_adjust_boundary_algorithm=rate_aggressive => task_adjust_boundary_rate_value + self._check_implied_parameter( + parameters, + gc.PPN_TASK_ADJUST_BOUNDARY_ALGORITHM, + AdjustBoundaryAlgorithm.RATEAGGRESSIVE, + [gc.PPN_TASK_ADJUST_BOUNDARY_RATE_VALUE], + result + ) # task_adjust_boundary_algorithm=currentend => task_adjust_boundary_currentend_value self._check_implied_parameter( parameters, @@ -539,11 +548,11 @@ def _check_container_with_txt_config_string( result = ValidatorResult() # if no config string was passed, try to read it from container - if config_string == None: + if config_string is None: self._log("Trying to read config file from container") config_in_container = True config_contents = container.read_entry(container.entry_config_txt) - if config_contents == None: + if config_contents is None: msg = "Unable to read the contents of TXT config file." result.passed = False result.add_error(msg) @@ -657,10 +666,10 @@ def _check_container_with_xml_config( result = ValidatorResult() # if no config contents was passed, try to read them from container - if config_contents == None: + if config_contents is None: self._log("Trying to read config file from container") config_contents = container.read_entry(container.entry_config_xml) - if config_contents == None: + if config_contents is None: msg = "Unable to read the contents of XML config file." result.passed = False result.add_error(msg) @@ -776,7 +785,7 @@ def _check_analyzed_job(self, job, container, result): # we must have a valid Job object self._log("Checking the Job is not None") - if job == None: + if job is None: msg = "Unable to create a Job from the container." result.passed = False result.add_error(msg) @@ -799,7 +808,7 @@ def _check_analyzed_job(self, job, container, result): text_file_contents = container.read_entry(task.text_file_path) #self._log("Removing BOM") #text_file_contents = gf.remove_bom(text_file_contents) - if ((text_file_contents == None) or + if ((text_file_contents is None) or (len(text_file_contents) == 0) or (not self._check_string_encoding(text_file_contents))): msg = "Text file '%s' seems empty or it has a wrong encoding." % task.text_file_path diff --git a/check_dependencies.py b/check_dependencies.py index 5a674528..e1135a15 100644 --- a/check_dependencies.py +++ b/check_dependencies.py @@ -11,10 +11,11 @@ __author__ = "Alberto Pettarin" __copyright__ = """ Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) - Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) """ __license__ = "GNU AGPL 3" -__version__ = "1.0.4" +__version__ = "1.1.0" __email__ = "aeneas@readbeyond.it" __status__ = "Production" @@ -24,42 +25,50 @@ def on_error(msg): def on_info(msg): print "[INFO] %s" % msg +def on_warning(msg): + print "[WARN] %s" % msg + def get_abs_path(rel_path): file_dir = os.path.dirname(__file__) return os.path.join(file_dir, rel_path) -def main(): - - on_info("Test 1/4...") +def step1(): + on_info("Test 1/6 (import)...") try: - on_info("Trying to import package aeneas...") + on_info(" Trying to import package aeneas...") import aeneas - on_info("Trying to import package aeneas... succeeded.") + on_info(" Trying to import package aeneas... succeeded.") + return True except ImportError: - on_error("Unable to import package aeneas.") - on_error("Check that you have installed the following Python (2.7.x) packages:") - on_error("1. BeautifulSoup") - on_error("2. lxml") - on_error("3. numpy") - on_error("4. scikits.audiolab") - return + on_error(" Unable to import package aeneas.") + on_error(" Check that you have installed the following Python (2.7.x) packages:") + on_error(" 1. BeautifulSoup") + on_error(" 2. lxml") + on_error(" 3. numpy") + on_error(" 4. scikits.audiolab") + except: + pass + return False - on_info("Test 2/4...") +def step2(): + on_info("Test 2/6 (ffprobe)...") try: - on_info("Trying to call ffprobe...") + on_info(" Trying to call ffprobe...") from aeneas.ffprobewrapper import FFPROBEWrapper file_path = get_abs_path("aeneas/tests/res/container/job/assets/p001.mp3") prober = FFPROBEWrapper() properties = prober.read_properties(file_path) - on_info("Trying to call ffprobe... succeeded.") + on_info(" Trying to call ffprobe... succeeded.") + return True except: - on_error("Unable to call ffprobe.") - on_error("Please make sure you have ffprobe installed correctly and that it is in your $PATH.") - return + on_error(" Unable to call ffprobe.") + on_error(" Please make sure you have ffprobe installed correctly and that it is in your $PATH.") + return False - on_info("Test 3/4...") +def step3(): + on_info("Test 3/6 (ffmpeg)...") try: - on_info("Trying to call ffmpeg...") + on_info(" Trying to call ffmpeg...") from aeneas.ffmpegwrapper import FFMPEGWrapper input_file_path = get_abs_path("aeneas/tests/res/container/job/assets/p001.mp3") handler, output_file_path = tempfile.mkstemp(suffix=".wav") @@ -67,19 +76,21 @@ def main(): result = converter.convert(input_file_path, output_file_path) os.close(handler) os.remove(output_file_path) - if not result: - on_error("Unable to call ffmpeg.") - on_error("Please make sure you have ffmpeg installed correctly and that it is in your $PATH.") - return - on_info("Trying to call ffmpeg... succeeded.") + if result: + on_info(" Trying to call ffmpeg... succeeded.") + return True + else: + on_error(" Unable to call ffmpeg.") + on_error(" Please make sure you have ffmpeg installed correctly and that it is in your $PATH.") except: - on_error("Unable to call ffmpeg.") - on_error("Please make sure you have ffmpeg installed correctly and that it is in your $PATH.") - return + on_error(" Unable to call ffmpeg.") + on_error(" Please make sure you have ffmpeg installed correctly and that it is in your $PATH.") + return False - on_info("Test 4/4...") +def step4(): + on_info("Test 4/6 (espeak)...") try: - on_info("Trying to call espeak...") + on_info(" Trying to call espeak...") from aeneas.espeakwrapper import ESPEAKWrapper from aeneas.language import Language text = u"From fairest creatures we desire increase," @@ -89,17 +100,63 @@ def main(): result = espeak.synthesize(text, language, output_file_path) os.close(handler) os.remove(output_file_path) - if not result: - on_error("Unable to call espeak.") - on_error("Please make sure you have espeak installed correctly and that it is in your $PATH.") - return - on_info("Trying to call espeak... succeeded.") + if result: + on_info(" Trying to call espeak... succeeded.") + return True + else: + on_error(" Unable to call espeak.") + on_error(" Please make sure you have espeak installed correctly and that it is in your $PATH.") + except: + on_error(" Unable to call espeak.") + on_error(" Please make sure you have espeak installed correctly and that it is in your $PATH.") + return False + +def stepC1(): + on_info("Test 5/6 (cdtw)...") + try: + import aeneas.cdtw + on_info(" Python C Extension cdtw correctly loaded") + return True except: - on_error("Unable to call espeak.") - on_error("Please make sure you have espeak installed correctly and that it is in your $PATH.") + on_warning(" Unable to load Python C Extension cdtw") + on_warning(" You can still run aeneas, but it will be slower") + on_warning(" Try running \"bash compile_c_extensions.sh\" to compile the cdtw module") + return False + +def stepC2(): + on_info("Test 6/6 (cmfcc)...") + try: + import aeneas.cmfcc + on_info(" Python C Extension cmfcc correctly loaded") + return True + except: + on_warning(" Unable to load Python C Extension cmfcc") + on_warning(" You can still run aeneas, but it will be slower") + on_warning(" Try running \"bash compile_c_extensions.sh\" to compile the cmfcc module") + return False + +def main(): + if not step1(): + return + + if not step2(): + return + + if not step3(): + return + + if not step4(): return - on_info("Congratulations, all dependencies are met.") + has_cdtw = stepC1() + has_cmfcc = stepC2() + + if has_cdtw and has_cmfcc: + on_info("Congratulations, all dependencies are met and C extensions are available.") + else: + on_warning("All dependencies are met, but C extensions are not available.") + on_warning("Try running \"bash compile_c_extensions.sh\" to compile the C extensions.") + on_info("Enjoy running aeneas!") diff --git a/compile_c_extensions.sh b/compile_c_extensions.sh new file mode 100644 index 00000000..afd0c767 --- /dev/null +++ b/compile_c_extensions.sh @@ -0,0 +1,25 @@ +#!/bin/bash + +# __author__ = "Alberto Pettarin" +# __copyright__ = """ +# Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) +# Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) +# Copyright 2015, Alberto Pettarin (www.albertopettarin.it) +# """ +# __license__ = "GNU AGPL 3" +# __version__ = "1.1.0" +# __email__ = "aeneas@readbeyond.it" +# __status__ = "Production" + +cd aeneas + +echo "[INFO] Compiling cdtw..." +python cdtw_setup.py build_ext --inplace +echo "[INFO] Compiling cdtw... done" + +echo "[INFO] Compiling cmfcc..." +python cmfcc_setup.py build_ext --inplace +echo "[INFO] Compiling cmfcc... done" + +cd .. + diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst index 6a109bd1..ef9e1872 100644 --- a/docs/source/changelog.rst +++ b/docs/source/changelog.rst @@ -1,6 +1,20 @@ Changelog ========= +v1.1.0 (2015-08-29) +------------------- + +#. Added ``cdtw`` C module for running the DTW much faster than in pure Python (falling back to Python if ``cdtw`` cannot be load) +#. Added ``cmfcc`` C module for extracting the MFCCs much faster than in pure Python (falling back to Python if ``cmfcc`` cannot be load) +#. Moved code for extracting MFCCs into ``AudioFile``, and rewritten ``dtw.py`` and ``vad.py`` accordingly +#. Added ``aeneas.tools.extract_mfcc`` utility +#. Rewritten the ``STRIPE`` and ``EXACT`` (Python) algorithms to compute the accumulated cost matrix in place +#. Renamed ``ALIGNER_USE_EXACT_ALGO_WHEN_MARGIN_TOO_LARGE`` to ``ALIGNER_USE_EXACT_ALGORITHM_WHEN_MARGIN_TOO_LARGE`` +#. Removed ``STRIPE_NOT_OPTIMIZED`` algorithm from ``dtw.py`` +#. Added the ``OFFSET`` and ``RATEAGGRESSIVE`` boundary adjustment algorithms +#. Cleaned the code for ``RATE`` boundary adjustment algorithm +#. Other minor fixes and code/docs improvements + v1.0.4 (2015-08-09) ------------------- diff --git a/docs/source/conf.py b/docs/source/conf.py index 5c23103e..72ef5798 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -51,16 +51,16 @@ # General information about the project. project = u'aeneas' -copyright = u'2015, ReadBeyond Srl' +copyright = u'2015, Alberto Pettarin' # The version info for the project you're documenting, acts as replacement for # |version| and |release|, also used in various other places throughout the # built documents. # # The short X.Y version. -version = '0.0.1' +version = '1.1' # The full version, including alpha/beta/rc tags. -release = '1.0.4' +release = '1.1.0' # The language for content autogenerated by Sphinx. Refer to documentation # for a list of supported languages. @@ -223,7 +223,7 @@ # author, documentclass [howto, manual, or own class]). latex_documents = [ ('index', 'aeneas.tex', u'aeneas Documentation', - u'ReadBeyond Srl', 'manual'), + u'Alberto Pettarin', 'manual'), ] # The name of an image file (relative to this directory) to place at the top of @@ -253,7 +253,7 @@ # (source start file, name, description, authors, manual section). man_pages = [ ('index', 'aeneas', u'aeneas Documentation', - [u'ReadBeyond Srl'], 1) + [u'Alberto Pettarin'], 1) ] # If true, show URL addresses after external links. @@ -267,7 +267,7 @@ # dir menu entry, description, category) texinfo_documents = [ ('index', 'aeneas', u'aeneas Documentation', - u'ReadBeyond Srl', 'aeneas', 'One line description of project.', + u'Alberto Pettarin', 'aeneas', 'One line description of project.', 'Miscellaneous'), ] diff --git a/docs/source/index.rst b/docs/source/index.rst index 04f19a82..884947dc 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -533,6 +533,7 @@ The ``aeneas.tools`` package also contains other programs useful for debugging: #. ``aeneas.tools.espeak_wrapper`` (a wrapper around ``espeak``) +#. ``aeneas.tools.extract_mfcc`` (extract MFCCs from a monoaural wav file) #. ``aeneas.tools.ffmpeg_wrapper`` (a wrapper around ``ffmpeg``) #. ``aeneas.tools.ffprobe_wrapper`` (a wrapper around ``ffprobe``) #. ``aeneas.tools.read_audio`` (read the properties of an audio file) diff --git a/install_dependencies.sh b/install_dependencies.sh index f668db9f..2d0df4cc 100644 --- a/install_dependencies.sh +++ b/install_dependencies.sh @@ -1,5 +1,16 @@ #!/bin/bash +# __author__ = "Alberto Pettarin" +# __copyright__ = """ +# Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) +# Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) +# Copyright 2015, Alberto Pettarin (www.albertopettarin.it) +# """ +# __license__ = "GNU AGPL 3" +# __version__ = "1.1.0" +# __email__ = "aeneas@readbeyond.it" +# __status__ = "Production" + DEB="deb-multimedia-keyring_2015.6.1_all.deb" echo "[INFO] A.1 Downloading and installing deb-multimedia keyring..." diff --git a/run_all_unit_tests.sh b/run_all_unit_tests.sh index b75103ff..17b0b89b 100644 --- a/run_all_unit_tests.sh +++ b/run_all_unit_tests.sh @@ -1,5 +1,16 @@ #!/bin/bash +# __author__ = "Alberto Pettarin" +# __copyright__ = """ +# Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) +# Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) +# Copyright 2015, Alberto Pettarin (www.albertopettarin.it) +# """ +# __license__ = "GNU AGPL 3" +# __version__ = "1.1.0" +# __email__ = "aeneas@readbeyond.it" +# __status__ = "Production" + echo "[INFO] Running all unit tests..." python -m unittest discover diff --git a/setup.py b/setup.py index 746791ab..2e9200c9 100644 --- a/setup.py +++ b/setup.py @@ -1,14 +1,32 @@ #!/usr/bin/env python +# coding=utf-8 + +""" +Set aeneas package up +""" try: from setuptools import setup except ImportError: from distutils.core import setup +__author__ = "Alberto Pettarin" +__copyright__ = """ + Copyright 2012-2013, Alberto Pettarin (www.albertopettarin.it) + Copyright 2013-2015, ReadBeyond Srl (www.readbeyond.it) + Copyright 2015, Alberto Pettarin (www.albertopettarin.it) + """ +__license__ = "GNU AGPL 3" +__version__ = "1.1.0" +__email__ = "aeneas@readbeyond.it" +__status__ = "Production" + +# TODO find out how to compile/install cdtw and cmfcc + setup( name='aeneas', packages=['aeneas', 'aeneas.tests', 'aeneas.tools'], - version='1.0.4', + version='1.1.0', description='aeneas is a Python library and a set of tools to automagically synchronize audio and text', author='Alberto Pettarin', author_email='alberto@albertopettarin.it',

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