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Sound Processing Python Packages

Python packages with the GitHub topic sound-processing. Sorted by relevance, with stars and monthly downloads.
asteroid-team
torch-audiomentations

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

1.7M 1K 100
KentoNishi
torch-pitch-shift

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

1.7M 139 12
iver56
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.

174K 2K 219
MTG
essentia

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

40K 4K 612
MTG
essentia-tensorflow

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

15K 4K 612
KentoNishi
torch-time-stretch

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

5K 40 3
Yujia-Yan
transkun

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

3K 335 33
crlandsc
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
crlandsc
moises-light

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

2K 23 1
crlandsc
torch-l1-snr

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

2K 43 0
crlandsc
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
berndporr
sound-weighting-filters

IIR coefficients for A,B,C and ITU_R_468 weighting filters

409 4 0
crlandsc
rope-conformer

Modernized Conformer module with RoPE embeddings

344 2 0
SuperKogito
pydiogment

:mega: Python library for audio augmentation

186 85 16
TravisWheelerLab
disco-sound

Classifies sound bursts with machine learning.

120 4 0
LeviBorodenko
spectrographic

Turn an image into sound whose spectrogram looks like the image.

100 290 28
TravisWheelerLab
discotec

Classifies sound bursts with machine learning.

84 4 0
mattyonweb
loop-destroyer

loop-destroyer, for your personal disintegration loops.

35 0 0
lockepatton
sonipy

Sonification tool for turning scatter plots into perceptually uniform sound files for science and science access.

34 37 7
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