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Official PyTorch implementation of MVAE for audio source separation
PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
An official implementation of the ICASSP 2024 paper: Dual-Path TFC-TDF UNet for Music Source Separation
Blind source separation with independent vector analysis family of algorithm in torch
Code to reproduce the results in the paper "Surrogate Source Model Learning for Determined Source Separation"
Python implementation of performance metrics in Loizou's Speech Enhancement book
Code repository for the paper entitled "SPAIN-NET: SPATIALLY-INFORMED STEREOPHONIC MUSIC SOURCE SEPARATION"
Unofficial PyTorch implementation of Music Source Separation with Band-split RNN
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…
MATLAB script of Multichannel Nonnegative Matrix Factorization
Official repository of the paper "Solving Audio Inverse Problems with a Diffusion Model", submitted to ICASSP 23
Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.
Generator for anechoic, non-stationary noise signals
The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation
Libri-CSS: dataset and evaluation pipeline
Methods and Implements of Deep Clustering
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
A fast implementation of bss_eval metrics for blind source separation
Python library for Room Impulse Response (RIR) simulation with GPU acceleration