boson-lv Goto Github PK

acoustic-interference-cancellation

acoustic interference (echo) cancellation project in summer internship

afrcnn-for-speech-separation

Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

beamformers

Easy to use Beamformers for multi-channel speech separation/enhancement

cdec

Cross-Domain Echo Controller

core-pytorch-utils

Yet another PyTorch Trainer and some core components for deep learning.

dccrn-with-various-loss-functions

DCCRN with various loss functions

ddaec

dnn-based-speech-enhancement-in-the-frequency-domain

DNN-based SE in the frequency domain using Pytorch. You can test some state-of-the-art networks using T-F masking or spectral mapping method.

dptnet

filterbank

Filterbank in Tensorflow and Pytorch

fullsubnet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

fullsubnet-plus

The official PyTorch implementation of "FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement".

librimix

An open source dataset for source separation

mlsp

Examples of machine learning and signal processing algorithms.

rir-generator

Generating room impulse responses

sddnet

Coarse implement of the paper "A Simultaneous Denoising and Dereverberation Framework with Target Decoupling", On DNS-2020 dataset, the DNSMOS of first stage is 3.42 and second stage is 3.47.

se-dccrn

DCCRN-model-compression

semetrics

Speech Enhancement Metrics (PESQ, CSIG, CBAK, COVL)

setk

Tools for Speech Enhancement integrated with Kaldi

sgmse

Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation

spafe

:sound: spafe: Simplified Python Audio Features Extraction

speech-processing

howling suppression, 啸叫抑制, 声反馈抑制

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

tstnn

transformer based neural network for speech enhancement in time domain

webrtc_aec_using_kalmanadaption