GitHub - dmus/API-Project: Project for API2011

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Name	Name	Last commit message	Last commit date
Latest commit dmus final commit Jan 24, 2012 82bea57 · Jan 24, 2012 History 13 Commits
RBMLIB	RBMLIB	first commit	Nov 23, 2011
Voicebox	Voicebox	first commit	Nov 23, 2011
data	data	first commit	Nov 23, 2011
rbm	rbm	0.8991 performance with rbm	Jan 17, 2012
.gitignore	.gitignore	new experiments	Dec 14, 2011
PlotFFT.m	PlotFFT.m	0.8991 performance with rbm	Jan 17, 2012
PlotWav.m	PlotWav.m	0.8991 performance with rbm	Jan 17, 2012
README	README	final commit	Jan 24, 2012
build_rbm.m	build_rbm.m	final commit	Jan 24, 2012
count_votes.m	count_votes.m	Improved performance with MFCCs	Jan 19, 2012
experiment.m	experiment.m	new experiments	Dec 14, 2011
experiment_mfcc_sumstats.m	experiment_mfcc_sumstats.m	final commit	Jan 24, 2012
experiment_mfcc_votes.m	experiment_mfcc_votes.m	final commit	Jan 24, 2012
experiment_raw_sumstats.m	experiment_raw_sumstats.m	final commit	Jan 24, 2012
experiment_raw_votes.m	experiment_raw_votes.m	final commit	Jan 24, 2012
experiment_rbm_sumstats.m	experiment_rbm_sumstats.m	final commit	Jan 24, 2012
experiment_rbm_votes.m	experiment_rbm_votes.m	final commit	Jan 24, 2012
extractMfccFeatures.m	extractMfccFeatures.m	MFCC method working very well now	Jan 5, 2012
getAllFiles.m	getAllFiles.m	some improvements	Dec 15, 2011
getDataset.m	getDataset.m	first commit	Nov 23, 2011
getDatasetFromDir.m	getDatasetFromDir.m	final commit	Jan 24, 2012
getLabelByFilename.m	getLabelByFilename.m	found possible error	Jan 5, 2012
getMfccDatasetFromDir.m	getMfccDatasetFromDir.m	final commit	Jan 24, 2012
libsvmread.mexw32	libsvmread.mexw32	first commit	Nov 23, 2011
libsvmread.mexw64	libsvmread.mexw64	first commit	Nov 23, 2011
libsvmwrite.mexw32	libsvmwrite.mexw32	first commit	Nov 23, 2011
libsvmwrite.mexw64	libsvmwrite.mexw64	first commit	Nov 23, 2011
mfcc_svm.mat	mfcc_svm.mat	some improvements	Dec 15, 2011
playFile.m	playFile.m	some improvements	Dec 15, 2011
rbm.mat	rbm.mat	0.8991 performance with rbm	Jan 17, 2012
rbm_test.m	rbm_test.m	0.8991 performance with rbm	Jan 17, 2012
results_mfcc_sumstats.mat	results_mfcc_sumstats.mat	final commit	Jan 24, 2012
results_mfcc_votes.mat	results_mfcc_votes.mat	Improved performance with MFCCs	Jan 19, 2012
results_raw_votes.mat	results_raw_votes.mat	final commit	Jan 24, 2012
results_rbm_votes.mat	results_rbm_votes.mat	final commit	Jan 24, 2012
svm_rbm6.mat	svm_rbm6.mat	0.8991 performance with rbm	Jan 17, 2012
svm_rbm_votes.mat	svm_rbm_votes.mat	final commit	Jan 24, 2012
svmpredict.mexw32	svmpredict.mexw32	first commit	Nov 23, 2011
svmpredict.mexw64	svmpredict.mexw64	first commit	Nov 23, 2011
svmtrain.mexw32	svmtrain.mexw32	first commit	Nov 23, 2011
svmtrain.mexw64	svmtrain.mexw64	first commit	Nov 23, 2011
test.m	test.m	final commit	Jan 24, 2012
trainDBN.m	trainDBN.m	new experiments	Dec 14, 2011
wav_experiment.m	wav_experiment.m	new experiments	Dec 14, 2011

Repository files navigation

Files to repeat the experiments:

- experiment_raw_sumstats.m
- experiment_raw_votes.m

For the spectogram representation with the summary statistics and voting method respectively.

- experiment_mfcc_sumstats.m
- experiment_mfcc_votes.m

For the MFCC representation with the summary statistics and voting method respectively.

- experiment_rbm_sumstats.m
- experiment_rbm_votes.m

For the RBM representation with the summary statistics and voting method respectively.

Each experiment can take some time. The summary statistics method is a lot faster than the voting method.