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alpha-0.3

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@egorpol egorpol released this 14 Jun 10:47
· 2 commits to main since this release

Update alpha-0.3

  • Added exploration_of_timbre directory with various experimental ML-based sound generation approaches using various global optimization algorithms. The primary goal is to synthesize a DFT frame within a restricted FM/AM setup, optionally aimed to be used within Ableton/Operator.

  • spectral_fm3.ipynb - Notebook for FM-based sound approximation using a single DFT frame as the source

  • spectral_am3.ipynb - Notebook for AM-based sound approximation using a single DFT frame as the source

  • operator_fm.ipynb - Notebook for adjusting the calculated FM values to Ableton's Operator preset format

  • operator_am.ipynb - Notebook for adjusting the calculated AM values to Ableton's Operator preset format

  • operator_preset_editor_fm.ipynb - Notebook for extracting and saving the Operator presets in .adv format (native format for Ableton's Operator)

  • optimization_gif.ipynb - Notebook for creating learning process visualizations for different optimization algorithms

  • distances_demo.ipynb - Notebook for visualizing distances of different objective functions

Full Changelog: alpha-0.2...alpha-0.3