Audio Processing Python Packages

torchaudio

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

soxr

Fast and high quality sample-rate conversion library for Python

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

asteroid-filterbanks

Asteroid's filterbanks :rocket:

nnaudio

Audio processing by using pytorch 1D convolution network

pesq

PESQ (Perceptual Evaluation of Speech Quality) Wrapper for Python Users (narrow band and wide band)

mlx-audio

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

nvidia-dali-cuda120

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

stftpitchshift

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

spleeter

Deezer source separation library including pretrained models.

numpy-audio-limiter

Simple audio limiter. Made for use in audiomentations.

basswood-av

Python bindings for ffmpeg libraries

fast-mp3-augment

Fast Python library for MP3 audio data augmentation (encode + decode for intentional audio quality degradation). Made for use in audiomentations.

fast-bss-eval

A fast implementation of bss_eval metrics for blind source separation

auto-editor

Effort free video editing!

mediapipe-nightly

Cross-platform, customizable ML solutions for live and streaming media.

mediapipe-model-maker

Cross-platform, customizable ML solutions for live and streaming media.

dawdreamer

Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, JAX, Warp Markers, and JUCE processors

nara-wpe

Different implementations of "Weighted Prediction Error" for speech dereverberation

hear21passt

Inference code for PaSST, using the HEAR API.

vectorhub-nightly

One liner to encode data into vectors with state-of-the-art models using tensorflow, pytorch and other open source libraries. Word2Vec, Image2Vec, BERT, etc

klio-core

Smarter data pipelines for audio.

nvidia-dali-nightly-cuda120

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

klio

Smarter data pipelines for audio.