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2021-ismir-mss-challenge-cws-presunet

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

3dti_audiotoolkit

3D Tune-In Toolkit is a custom open-source C++ library developed within the EU-funded project 3D Tune-In. The Toolkit provides a high level of realism and immersiveness within binaural 3D audio simulations, while allowing for the emulation of hearing aid devices and of different typologies of hearing loss.

asr_project

speech recognition project

asteroid

The PyTorch-based audio source separation toolkit for researchers

audio-filters

A collection of filters for real-time audio processing

audio-visual-speech-enhancement

Official Implementation of "Visual Speech Enhancement", Interspeech 2018.

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

auraloss

Collection of audio-focused loss functions in PyTorch

awesome-end2end-speech-recognition

A list of End-to-End speech recognition, including papers, codes and other materials

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

bddm

BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis

complex-mtassnet

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

conditioned-source-separation-lasaft

A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)

conv-stft

A STFT/iSTFT written up in PyTorch using 1D Convolutions

conv-tasnet

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

darcn

The implementation of "A Recursive Network with Dynamic Attention for Monaural Speech Enhancement"

dccrn

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

deep_complex_unet

Implementation Phase-aware Speech Enhancement with Deep Complex U-Net

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

demucs

Code for the paper Music Source Separation in the Waveform Domain

demucs_lightning

Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dns-challenge

This repo contains the scripts, models, and required files for the ICASSP 2021 Deep Noise Suppression (DNS) Challenge.

ernn-for-speech-enhancement

gc3

google-voice-separation-voicefilter

Unofficial PyTorch implementation of Google AI's VoiceFilter system

greenfish

🧱国有界限·网络无限❤️

hear-baseline

Simple baseline model for the HEAR 2021 NeurIPS competition

hw3

informer2020

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