/AudioSpectrumPatchApproximation

Audio time-frequency 2D sparse code dictionary learning and approximation in Python

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

AudioSpectrumPatchApproximation

Audio time-frequency 2D sparse code dictionary learning and approximation in Python

https://github.com/bregmanstudio/AudioSpectrumPatchApproximation

Assumes python distribution with numply / scipy installed

Michael A. Casey, 2014-2015 Bregman Media Labs, Dartmouth College See attached license file (Apache)

Dependencies: sklearn - http://scikit-learn.org/stable/

skimage - http://scikit-image.org/docs/dev/api/skimage.html

bregman - https://github.com/bregmanstudio/BregmanToolkit

scikits.audiolab - https://pypi.python.org/pypi/scikits.audiolab/

Example: (see AudioSpectrumPatchApproximation.ipynb)