Topic: speech-separation Goto Github

👇 Here are 71 public repositories matching this topic...

aishoot / lstm_pit_speech_separation
speech-separation,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

anicolson / deepxi
speech-separation,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

anton-jeran / multi-audiodec
speech-separation,This is the official implementation of our multi-channel multi-speaker multi-spatial neural audio codec architecture.
User: anton-jeran
Home Page: https://anton-jeran.github.io/MAD/
audio-codecs binaural codec multi-speaker neural-coding room-impulse-response room-impulse-responses overlap overlapping-speech rir

appleholic / source_separation
speech-separation,Deep learning based speech source separation using Pytorch
User: appleholic
deep-learning source-separation pytorch audio speech speech-separation

asteroid-team / asteroid
speech-separation,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-separation,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 denoising audio band narrow-band reproducible-research speech

coqui-ai / open-speech-corpora
speech-separation,💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
Organization: coqui-ai
tts stt speech-to-text text-to-speech speech-recognition speech-synthesis speech-processing voice-recognition voice-activity-detection voice-cloning

cyrta / awesome-speech-enhancement
speech-separation,A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
User: cyrta
Home Page: http://cyrta.com/awesome-speech-enhancement/
speech-enhancement noise-reduction dereverberation speech-processing awesome awesome-list deep-learning denoising speech-denoising speech-separation

dacson / demo-of-speech-separation
speech-separation,single channel speech separation for music vocal and accompany separate、voice reduce noise
User: dacson
speech-separation music-separation voice-denoise denoise cnn dnn

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

eesungkim / speech_enhancement_dnn_nmf
speech-separation,Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF
User: eesungkim
dnn-speech-enhancement dnn-tf-masking dnn-spectral-mapping dnn-nmf nmf-speech-enhancement speech-separation source-separation

espnet / espnet
speech-separation,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

etzinis / sudo_rm_rf
speech-separation,Code for SuDoRm-Rf networks for efficient audio source separation. SuDoRm-Rf stands for SUccessive DOwnsampling and Resampling of Multi-Resolution Features which enables a more efficient way of separating sources from mixtures.
User: etzinis
deep-learning speech speech-separation audio

funcwj / aps
speech-separation,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 / conv-tasnet
speech-separation,A PyTorch implementation of "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" (see recipes in aps framework https://github.com/funcwj/aps)
User: funcwj
tasnet speech-separation pytorch

funcwj / deep-clustering
speech-separation,deep clustering method for single-channel speech separation
User: funcwj
speech-separation pytorch

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

funcwj / upit-for-speech-separation
speech-separation,Speech separation with utterance-level PIT experiments
User: funcwj
speech-separation pytorch pit

funcwj / voice-filter
speech-separation,A unofficial Pytorch implementation of Google's VoiceFilter
User: funcwj
speech-separation pytorch

gemengtju / tutorial_separation
speech-separation,This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
User: gemengtju
speech-separation speech-processing speech-analysis deep-learning deep-neural-networks signal-processing

hangtingchen / beam-guided-tasnet
speech-separation,Beam-guided TasNet
User: hangtingchen
speech-enhancement speech-separation beamforming multichannel-microphone-arrays

haoxiangsnr / llm-tse
speech-separation,Typing to Listen at the Cocktail Party: Text-Guided Target Speaker Extraction (LLM-TSE)
User: haoxiangsnr
Home Page: https://haoxiangsnr.github.io/llm-tse/
large-language-models speech-enhancement speech-separation target-speaker-extraction llm llms source-separation speech-processing target-speaker-vad

haoxiangsnr / spex
speech-separation,Implementation of "SpEx: Multi-Scale Time Domain Speaker Extraction Network".
User: haoxiangsnr
target-speaker-extraction speech-separation conv-tasnet speaker-separation speech-processing spex multi-scale

heliosx7 / voice-filter
speech-separation,Unofficial Tensorflow/Keras implementation of Google AI VoiceFilter
User: heliosx7
voice-filter voice-denoise denoiser deep-learning tensorflow keras keras-generators speech-separation

hmartelb / avlit
speech-separation,Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model" (AVLIT)
User: hmartelb
Home Page: https://arxiv.org/abs/2306.00160
audio-visual iterative lightweight multi-modal pytorch pytorch-lightning speech-enhancement speech-separation

jacoxu / asam
speech-separation,This is the code&dataset for our paper [Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment. AAAI 2018]
User: jacoxu
auditory-attention speech-separation auditory-selection cocktail-party-problem cocktail-party-effect

jusperlee / calculate-snr-sdr
speech-separation,Script to calculate SNR and SDR using python
User: jusperlee
sdr speech-analysis speech-separation

jusperlee / conv-tasnet
speech-separation,Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement
User: jusperlee
cnn-architecture deep-learning pytorch speech-separation

jusperlee / danet-for-speech-separation
speech-separation,Pytorch implement of DANet For Speech Separation
User: jusperlee
deep-learning speech-separation

jusperlee / deep-clustering-for-speech-separation
speech-separation,Pytorch implements Deep Clustering: Discriminative Embeddings For Segmentation And Separation
User: jusperlee
deep-clustering pytorch segmentation speech-separation

jusperlee / deep-encoder-decoder-conv-tasnet
speech-separation,A PyTorch implementation of " AN EMPIRICAL STUDY OF CONV-TASNET "
User: jusperlee
pytorch-implementation speech-processing speech-separation

jusperlee / dual-path-rnn-pytorch
speech-separation,Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch
User: jusperlee
deep-learning pytorch rnn-model speech-separation speech-separation-algorithm

jusperlee / looking-to-listen-at-the-cocktail-party
speech-separation,Executable code based on Google articles
User: jusperlee
cocktail-party audio speech-separation facenet

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

jusperlee / utterancepit-speech-separation
speech-separation,According to funcwj's uPIT, the training code supporting multi-gpu is written, and the Dataloader is reconstructed.
User: jusperlee
utterancepit-speech-separation dataloader speech-separation pytorch

kaituoxu / conv-tasnet
speech-separation,A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
User: kaituoxu
speech-separation source-separation audio-separation pit pytorch tasnet conv-tasnet permutation-invariant-training

kaituoxu / tasnet
speech-separation,A PyTorch implementation of Time-domain Audio Separation Network (TasNet) with Permutation Invariant Training (PIT) for speech separation.
User: kaituoxu
speech-separation source-separation audio-separation pit pytorch tasnet permutation-invariant-training

kwtsou1220 / mann-for-speech-separation
speech-separation,Neural Turing machine for source separation in Tensorflow
User: kwtsou1220
neural-turing-machine speech-separation tensorflow

kylezhang1118 / voice-separation-and-enhancement
speech-separation,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

maum-ai / voicefilter
speech-separation,Unofficial PyTorch implementation of Google AI's VoiceFilter system
Organization: maum-ai
Home Page: http://swpark.me/voicefilter
source-separation audio-separation speech-separation pytorch voicefilter

mborsdorf / universalspeakerextraction
speech-separation,
User: mborsdorf
python deep-learning speech-separation speaker-extraction auditory-attention

meokz / looking-to-listen
speech-separation,Deep neural network (DNN) for noise reduction, removal of background music, and speech separation
User: meokz
speech-separation noise-reduction

microsoft / unispeech
speech-separation,UniSpeech - Large Scale Self-Supervised Learning for Speech
Organization: microsoft
pytorch speech-recognition speech-processing speech diarization speech-separation speech-diarization speaker-verification

posenhuang / deeplearningsourceseparation
speech-separation,Deep Recurrent Neural Networks for Source Separation
User: posenhuang
speech-separation matlab deep-learning audio-separation source-separation speech-denoising rnn

seanwood / gcc-nmf
speech-separation,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

speechbrain / speechbrain
speech-separation,A PyTorch-based Speech Toolkit
Organization: speechbrain
Home Page: http://speechbrain.github.io
asr audio audio-processing deep-learning huggingface language-model pytorch speaker-diarization speaker-recognition speaker-verification speech-enhancement speech-processing speech-recognition speech-separation speech-to-text speech-toolkit speechrecognition spoken-language-understanding transformers voice-recognition

speechbrain / speechbrain.github.io
speech-separation,The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
Organization: speechbrain
deep-learning speech-recognition speech-to-text speech speech-processing speaker-recognition speaker-verification speaker-identification speech-separation speech-emotion-recognition

tky823 / dnn-based_source_separation
speech-separation,A PyTorch implementation of DNN-based source separation.
User: tky823
source-separation speech-separation pytorch tasnet audio-separation conv-tasnet

totoketchup / adaptive-multispeaker-separation
speech-separation,Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem
User: totoketchup
deeplearning audio-separation speech-separation adaptive-learning deep-learning-architectures tensorflow source-separation multi-speaker

xuchenglin28 / speech_separation
speech-separation,Constrained Permutation Invariant Training, Speech Separation
User: xuchenglin28
speech-separation constrained-pit