Topic: speech-enhancement Goto Github

👇 Here are 205 public repositories matching this topic...

aishoot / lstm_pit_speech_separation
speech-enhancement,Two-talker Speech Separation with LSTM/BLSTM by Permutation Invariant Training method.
User: aishoot
speech-separation audio-separation robust-speech-recognition permutation-invariant-training multi-speaker speech-enhancement

akojimaslp / beamforming-for-speech-enhancement
speech-enhancement,simple delaysum, MVDR and CGMM-MVDR
User: akojimaslp
speech-enhancement beamforming delay-sum mvdr cgmm-mvdr speech-recognition speech-processing signal-processing python

anicolson / deepxi
speech-enhancement,Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
User: anicolson
resnet tensorflow speech-enhancement robust-asr deepxi a-priori-snr-estimator mmse minimum-mean-square-error mmse-lsa residual-networks

asteroid-team / asteroid
speech-enhancement,The PyTorch-based audio source separation toolkit for researchers
Organization: asteroid-team
Home Page: https://asteroid-team.github.io/
source-separation speech-separation audio-separation speech-enhancement deep-learning pytorch pretrained-models

audio-westlakeu / fullsubnet
speech-enhancement,PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."
Organization: audio-westlakeu
Home Page: https://fullsubnet.readthedocs.io/en/latest/
speech-enhancement speech-processing speech-separation pytorch pretrained-model paper full-band sub-band single-channel noise-reduction

audio-westlakeu / mcnet
speech-enhancement,The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enhancement", ICASSP 2023
Organization: audio-westlakeu
array-signal-processing multi-channel-speech-enhancement pytorch pytorch-lightning signal-processing speech-enhancement

audiolabs / torch-pesq
speech-enhancement,PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio
Organization: audiolabs
perceptual-losses pesq python3 pytorch speech-enhancement

breizhn / dtln
speech-enhancement,Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
User: breizhn
noise-reduction deep-learning audio real-time-audio audio-processing noise-suppression tensorflow dns-challenge dtln-model speech-denoising

claritychallenge / clarity
speech-enhancement,Clarity Challenge toolkit - software for building Clarity Challenge systems
Organization: claritychallenge
Home Page: https://claritychallenge.github.io/clarity
challenges hearing-aids machine-learning speech-enhancement

conferencingspeech / conferencingspeech2021
speech-enhancement,Conferencing Speech Challenge
User: conferencingspeech
speech-enhancement multi-channel-audio

dansuh17 / segan-pytorch
speech-enhancement,SEGAN pytorch implementation https://arxiv.org/abs/1703.09452
User: dansuh17
segan pytorch data-preprocessing segan-pytorch audio speech-enhancement source-separation mir

diegoleon96 / neural-speech-dereverberation
speech-enhancement,Machine and Deep Learning models for speech dereverberation
User: diegoleon96
speech dereverberation speech-enhancement

double22a / speech_dataset
speech-enhancement,The dataset of Speech Recognition
User: double22a
asr speech-recognition deep-learning dataset audio deep-neural-networks wav speech-to-text speech tts

echocatzh / mtfaa-net
speech-enhancement,Multi-Scale Temporal Frequency Convolutional Network With Axial Attention for Speech Enhancement
User: echocatzh
acoustic-echo-cancellation dns-challenge speech-enhancement

espnet / espnet
speech-enhancement,End-to-End Speech Processing Toolkit
Organization: espnet
Home Page: https://espnet.github.io/espnet/
deep-learning end-to-end chainer pytorch kaldi speech-recognition speech-synthesis speech-translation machine-translation voice-conversion

fgnt / pb_bss
speech-enhancement,Collection of EM algorithms for blind source separation of audio signals
Organization: fgnt
speech-processing speech-enhancement source-separation beamforming bss em-algorithm multi-channel

funcwj / aps
speech-enhancement,A personal toolkit for single/multi-channel speech recognition & enhancement & separation.
User: funcwj
speech-recognition speech-enhancement speech-separation multi-channel kaldi speech end-to-end

funcwj / setk
speech-enhancement,Tools for Speech Enhancement integrated with Kaldi
User: funcwj
kaldi speech-enhancement beamforming speech speech-separation rir-generator time-frequency-masking

haamoon / mmtm
speech-enhancement,Implementation of CVPR 2020 paper "MMTM: Multimodal Transfer Module for CNN Fusion"
User: haamoon
multimodal-deep-learning multimodal-learning cnn-fusion pytorch action-recognition speech-enhancement gesture-recognition

haoheliu / voicefixer
speech-enhancement,General Speech Restoration
User: haoheliu
Home Page: https://haoheliu.github.io/demopage-voicefixer/
speech-processing speech-synthesis speech-enhancement speech-analysis speech tts declipping dereverberation denoise super-resolution

haoheliu / voicefixer_main
speech-enhancement,General Speech Restoration
User: haoheliu
Home Page: https://haoheliu.github.io/demopage-voicefixer/
speech-processing speech-enhancement speech-analysis speech-synthesis machine-learning tts speech-to-text speech

haoxiangsnr / a-convolutional-recurrent-neural-network-for-real-time-speech-enhancement
speech-enhancement,A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch
User: haoxiangsnr
cnn rnn pytorch speech-enhancement speech-processing cnn-rnn real-time

haoxiangsnr / irm-based-speech-enhancement-using-lstm
speech-enhancement,Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM
User: haoxiangsnr
speech-enhancement ideal-ratio-mask deep-neural-networks pytorch lstm

haoxiangsnr / wave-u-net-for-speech-enhancement
speech-enhancement,Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
User: haoxiangsnr
Home Page: https://arxiv.org/abs/1806.03185
speech-enhancement unet pytorch speechenhancement speech-processing wave-u-net wave-unet

helianvine / fdndlp
speech-enhancement,A speech dereverberation algorithm, also called wpe
User: helianvine
speech-enhancement dereverberation

huyanxin / phasen
speech-enhancement,A unofficial Pytorch implementation of Microsoft's PHASEN
User: huyanxin
speech-enhancement pytorch-implementation pytorch

james34602 / spleeterrt
speech-enhancement,Real time monaural source separation base on fully convolutional neural network operates on Time-frequency domain.
User: james34602
spleeter cnn convolutional tensorflow vst plugin dsp stft source-separation bss

jkjaer / fastf0nls
speech-enhancement,C++ and MATLAB code for fast and accurate fundamental frequency estimation
User: jkjaer
pitch frequency-estimation frequency-analysis signal-processing speech-enhancement pitch-estimation pitch-detection matlab

jtkim-kaist / speech-enhancement
speech-enhancement,Deep neural network based speech enhancement toolkit
User: jtkim-kaist
speech-enhancement speech-processing

jusperlee / speech-separation-paper-tutorial
speech-enhancement,A must-read paper for speech separation based on neural networks
User: jusperlee
paper speech-enhancement speech-separation voice-separation

jzi040941 / percepnet
speech-enhancement,Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech
User: jzi040941
pytorch speech-enhancement

k2kobayashi / sprocket
speech-enhancement,Voice Conversion Tool Kit
User: k2kobayashi
voice-conversion speech-synthesis sprockets speech-enhancement

kylezhang1118 / voice-separation-and-enhancement
speech-enhancement,A framework for quick testing and comparing multi-channel speech enhancement and separation methods, such as DSB, MVDR, LCMV, GEVD beamforming and ICA, FastICA, IVA, AuxIVA, OverIVA, ILRMA, FastMNMF.
User: kylezhang1118
multi-channel speech-enhancement speech-separation

madhavmk / noise2noise-audio_denoising_without_clean_training_data
speech-enhancement,Source code for the paper titled "Speech Denoising without Clean Training Data: a Noise2Noise Approach". Paper accepted at the INTERSPEECH 2021 conference. This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio denoising methods by showing that it is possible to train deep speech denoising networks using only noisy speech samples.
User: madhavmk
speech-denoising audio-denoising speech-enhancement audio-enhancement noise-reduction noise-removal noise2noise deep-learning autoencoder data-collection

nanahou / awesome-speech-enhancement
speech-enhancement,A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
User: nanahou
speech-enhancement speech-processing signal-processing deep-neural-networks machine-learning-algorithms

resemble-ai / resemble-enhance
speech-enhancement,AI powered speech denoising and enhancement
Organization: resemble-ai
Home Page: https://huggingface.co/spaces/ResembleAI/resemble-enhance
denoise speech-denoising speech-enhancement speech-processing

rikorose / deepfilternet
speech-enhancement,Noise supression using deep filtering
User: rikorose
Home Page: https://huggingface.co/spaces/hshr/DeepFilterNet2
pytorch audio deep-learning speech-enhancement noise-suppression speech rust

rookiejunchen / inter-subnet
speech-enhancement,The official PyTorch implementation of "Inter-SubNet: Speech Enhancement with Subband Interaction", accepted by ICASSP 2023.
User: rookiejunchen
speech-enhancement

schmiph2 / pysepm
speech-enhancement,Python implementation of performance metrics in Loizou's Speech Enhancement book
User: schmiph2
speech-enhancement speech-quality speech-intelligibility pesq stoi fwsnrseg snrseg llr wss performance-measures

seanwood / gcc-nmf
speech-enhancement,Real-time GCC-NMF Blind Speech Separation and Enhancement
User: seanwood
speech-separation speech-enhancement gcc-nmf nmf real-time real-time-processing speech speech-processing cross-correlation generalized-cross-correlation

sekiguchi92 / soundsourceseparation
speech-enhancement,The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.
User: sekiguchi92
python python3 cupy fastmnmf speech-enhancement sound-separation dereverberation speech-processing pytorch

seorim0 / dccrn-with-various-loss-functions
speech-enhancement,DCCRN with various loss functions
User: seorim0
loss-functions perceptual deep-learning speech-enhancement pytorch

shahules786 / mayavoz
speech-enhancement,Pytorch based speech enhancement toolkit.
User: shahules786
deep-learning pretrained-models python pytorch speech-enhancement audio-enhancement denoiser

speechbrain / speechbrain
speech-enhancement,A PyTorch-based Speech Toolkit
Organization: speechbrain
Home Page: http://speechbrain.github.io
speech-recognition speech-toolkit speaker-recognition speech-to-text speech-enhancement speech-separation audio audio-processing speech-processing speechrecognition

takaaki-saeki / ssl_speech_restoration
speech-enhancement,SelfRemaster: SSL Speech Restoration
User: takaaki-saeki
pytorch speech-enhancement speech-synthesis self-supervised-learning

tech-podcasts / speechenhancement
speech-enhancement,基于深度学习的语音增强工具(Speech Enhancement Tools Based on Deep Learning)
Organization: tech-podcasts
audio-denoising dialogue podcast speech-enhancement audio-dereverb

vipchengrui / traditional-speech-enhancement
speech-enhancement,Spectral Subtraction, Wiener Filtering, MMSE
User: vipchengrui
speech speech-processing speech-enhancement

xiaobin-rong / gtcrn
speech-enhancement,The official implementation of GTCRN, an ultra-lite speech enhancement model.
User: xiaobin-rong
lightweight speech-enhancement

yongxuustc / sednn
speech-enhancement,deep learning based speech enhancement using keras or pytorch, make it easy to use
User: yongxuustc
Home Page: http://staff.ustc.edu.cn/~jundu/The%20team/yongxu/demo/SE_DNN_taslp.html
speech-enhancement deep-neural-networks speech deep-learning

yxlu-0102 / mp-senet
speech-enhancement,MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra
User: yxlu-0102
phase-estimation pytorch speech-enhancement mp-senet