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Speech/Music classification of audio files using machine learning techniques.
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the-assignment/classifier
Apostolos Fanakis bff1dad95c
Init feature_extractor 		6 years ago
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.gitignore Cleanup 6 years ago
README.md Init feature_extractor 6 years ago
feature_extractor.py Init feature_extractor 6 years ago

README.md

Feature extraction

The file feature_extractor is a python module that uses the open-source library Essentia to extract audio features from a file in the path specified in the first parameter and save the features' values to a binary file in the path specified in the second parameter.

Dependencies:

  • essentia
  • numpy
  • scipy
  • matplotlib

All dependencies are available both for python2 and python3 versions and can all be installed using the commands pip install <package_name> or pip3 install <package_name> for python2 and python3 respectively.

The module can be imported or executed as a script using one of the following commands python feature_extractor.py <audio_file_path> <extracted_features_file_path> <audio_file_sample_rate> or python3 feature_extractor.py <audio_file_path> <extracted_features_file_path> <audio_file_sample_rate>