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A simple python module for extracting a set of audio features useful for music performance analysis

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LTU-Machine-Learning/Audio-Features-for-Music-Performance-Analysis

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Audio-Features-for-Music-Performance-Analysis

A simple python module for extracting a set audio features from an audio file and save them into a pandas dataframe.

Usage

audio, sample_rate, dataframe = audio_features(path_to_audio_file)

(see audio_features_example.py)

Dependencies

  • numpy
  • pandas
  • librosa
  • sklearn
  • matplotlib (for plotting in the example script)

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A simple python module for extracting a set of audio features useful for music performance analysis

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