Sound Processing Python Packages

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

1.8M 1K 100

torch-pitch-shift

Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

1.8M 139 12

audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

194K 2K 219

essentia

C++ library for audio and music analysis, description and synthesis, including Python bindings

44K 4K 614

essentia-tensorflow

C++ library for audio and music analysis, description and synthesis, including Python bindings

17K 4K 614

torch-time-stretch

Time-stretch audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included.

6K 40 3

torch-log-wmse

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

3K 46 1

transkun

A simple yet effective Audio-to-Midi Automatic Piano Transcription system

3K 341 35

torch-l1-snr

Variations of L1 SNR Loss function for training audio source separation machine learning models

2K 43 0

moises-light

Unofficial PyTorch implementation of "Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation"

2K 27 1

torch-log-wmse-audio-quality

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

1K 46 1