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Self-Supervised Speech Pre-training and Representation Learning Toolkit

Python 2,570 536 Updated Mar 12, 2026

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

Python 6,542 1,300 Updated Jun 20, 2025

Python implementation of performance metrics in Loizou's Speech Enhancement book

Python 463 93 Updated Feb 15, 2025

A collection of filters for real-time audio processing

Rust 54 3 Updated May 25, 2021

Real-time voice-changer for voice-chat, etc. Will support many different voice-filters and features in the future. 🎵

Python 1,060 88 Updated Jul 2, 2023

A first-of-its-kind acoustic simulation platform for audio-visual embodied AI research. It supports training and evaluating multiple tasks and applications.

Python 475 78 Updated Sep 29, 2023

Muzic: Music Understanding and Generation with Artificial Intelligence

Python 4,960 499 Updated Aug 5, 2026

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

Python 430 66 Updated Aug 14, 2022

Code for the paper "MULTI-BAND MASKING FOR WAVEFORM-BASED SINGING VOICE SEPARATION" that was accepted on EUSIPCO2022

Python 15 4 Updated Jun 18, 2022

Crack LeetCode, not only how, but also why.

Markdown 136,061 23,514 Updated Oct 18, 2026

The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"

Python 128 21 Updated Jun 29, 2022

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

Python 773 156 Updated Apr 6, 2023

Pytorch: Channel-wise subband (CWS) input for better voice and accompaniment separation

Python 102 15 Updated Nov 12, 2021

Pytorch implementation of subband decomposition

HTML 94 13 Updated Jul 26, 2022

A PyTorch implementation of Time-domain Audio Separation Network (TasNet) with Permutation Invariant Training (PIT) for speech separation.

Python 126 31 Updated Jan 27, 2019

🎵 a new stem dataset for Music Demixing research, from the OnAir royalty-free music project

37 4 Updated Mar 14, 2023

Online Normalization for Training Neural Networks (Companion Repository)

Python 90 21 Updated Apr 22, 2021

Perceptual Quality Estimator for speech and audio

C++ 937 14 8DB1 5 Updated May 17, 2025

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

Python 36,865 5,148 Updated Mar 3, 2026

Music Source Separation; Train & Eval & Inference piplines and pretrained models we used for 2021 ISMIR MDX Challenge.

Python 119 19 Updated Oct 16, 2022
Python 51 8 Updated May 16, 2021

Implementation of "A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement" by pytorch

Python 28 5 Updated Jan 31, 2022

Open-Unmix - Music Source Separation for PyTorch

Python 1,522 206 Updated Jun 17, 2024

Deep learning based speech source separation using Pytorch

Jupyter Notebook 319 48 Updated Nov 20, 2020

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

Python 1,479 458 Updated Nov 10, 2026

Multi-Task Audio Source Separation, Two-Stage Model, Complex Domain.

Python 99 13 Updated Jun 13, 2023

The PyTorch-based audio source separation toolkit for researchers

Python 2,601 454 Updated Nov 3, 2026

implementation of "DCCRN-Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement" by pytorch

Python 1 Updated Nov 6, 2020
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