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Audio Python Packages

Python packages with the GitHub topic audio. Sorted by relevance, with stars and monthly downloads.
huggingface
transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

143.5M 160K 33K
spatialaudio
sounddevice

:sound: Play and Record Sound with Python :snake:

13.6M 1K 158
pytorch
torchaudio

Data manipulation and transformation for audio signal processing, powered by PyTorch

12.5M 3K 770
librosa
librosa

Python library for audio and music analysis

9.8M 8K 1K
beetbox
audioread

cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python

9.2M 537 111
Uberi
speechrecognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

7.8M 9K 2K
bmcfee
resampy

Efficient sample rate conversion in python

3.3M 283 35
tinytag
tinytag

Python library for reading audio file metadata

2.7M 813 104
asteroid-team
asteroid-filterbanks

Asteroid's filterbanks :rocket:

1.7M 88 21
asteroid-team
torch-audiomentations

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

1.7M 1K 100
descriptinc
descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

526K 2K 178
lucidrains
conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

388K 435 56
csteinmetz1
auraloss

Collection of audio-focused loss functions in PyTorch

211K 862 77
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
hubertsiuzdak
snac

Multi-Scale Neural Audio Codec (SNAC) compresses audio into discrete codes at a low bitrate

172K 763 44
gregogiudici
python-stretch

Simple python library for pitch shifting and time stretching. Wrapper of Signalsmith Stretch C++ Library

158K 13 0
OpenBMB
voxcpm

VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning

125K 17K 2K
HumeAI
hume

Python client for Hume AI

123K 174 44
pytgcalls
ntgcalls

A Native Implementation of Telegram Calls in a seamless way.

119K 97 30
synodriver
silk-python

stream encoder/decoder for silk and pcm

110K 26 3
jurihock
stftpitchshift

STFT based real-time pitch and timbre shifting in C++ and Python

81K 181 22
huggingface
pytorch-pretrained-bert

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

80K 160K 33K
audeering
audiofile

Handling audio files in Python

73K 39 2
beetbox
pyacoustid

Python bindings for Chromaprint acoustic fingerprinting and the Acoustid Web service

72K 389 66
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