Python for Scientific Audio

The aim of this repository is to create a comprehensive, curated list of python software/tools related and used for scientific research in audio/music applications.

Contents

• Audio Related Packages
  • Read/Write
  • Transformations - General DSP
  • Feature extraction
  • Data augmentation
  • Speech Processing
  • Environmental Sounds
  • Perceptial Models - Auditory Models
  • Source Separation
  • Music Information Retrieval
  • Deep Learning
  • Symbolic Music - MIDI - Musicology
  • Realtime applications
  • Web - Audio
  • Audio related APIs and Datasets
  • Wrappers for Audio Plugins
• Tutorials
• Books
• Scientific Paper
• Other Resources
• Related lists
• Contributing
• License

Audio Related Packages

• Total number of packages: 66

Read-Write

• audiolazy :octocat: :package: - Expressive Digital Signal Processing (DSP) package for Python.
• audioread :octocat: :package: - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
• mutagen :octocat: :package: - Reads and writes all kind of audio metadata for various formats.
• pyAV :octocat: - PyAV is a Pythonic binding for FFmpeg or Libav.
• (Py)Soundfile :octocat: :package: - Library based on libsndfile, CFFI, and NumPy.
• pySox :octocat: :package: - Wrapper for sox.
• stempeg :octocat: :package: - read/write of STEMS multistream audio.
• tinytag :octocat: :package: - reading music meta data of MP3, OGG, FLAC and Wave files.

Transformations - General DSP

• acoustics :octocat: :package: - useful tools for acousticians.
• AudioTK :octocat: - DSP filter toolbox (lots of filters).
• AudioTSM :octocat: :package: - real-time audio time-scale modification procedures.
• Gammatone :octocat: - Gammatone filterbank implementation.
• pyFFTW :octocat: :package: - Wrapper for FFTW(3).
• NSGT :octocat: :package: - Non-stationary gabor transform, constant-q.
• matchering :octocat: :package: - Automated reference audio mastering.
• MDCT :octocat: :package: - MDCT transform.
• pydub :octocat: :package: - Manipulate audio with a simple and easy high level interface.
• pytftb :octocat: - Implementation of the MATLAB Time-Frequency Toolbox.