Projects in Awesome Lists tagged with speech-separation

https://github.com/espnet/espnet

End-to-End Speech Processing Toolkit

chainer deep-learning end-to-end kaldi machine-translation pytorch singing-voice-synthesis speaker-diarization speech-enhancement speech-recognition speech-separation speech-synthesis speech-translation spoken-language-understanding voice-conversion

Last synced: 29 Sep 2024

https://github.com/speechbrain/speechbrain

A PyTorch-based Speech Toolkit

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

Last synced: 29 Sep 2024

https://github.com/asteroid-team/asteroid

The PyTorch-based audio source separation toolkit for researchers

audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation

Last synced: 30 Sep 2024

https://github.com/coqui-ai/open-speech-corpora

💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies

speech-emotion-recognition speech-processing speech-recognition speech-separation speech-synthesis speech-to-text stt text-to-speech tts voice-activity-detection voice-cloning voice-recognition

Last synced: 30 Sep 2024

https://github.com/maum-ai/voicefilter

Unofficial PyTorch implementation of Google AI's VoiceFilter system

audio-separation pytorch source-separation speech-separation voicefilter

Last synced: 30 Sep 2024

https://github.com/JusperLee/Speech-Separation-Paper-Tutorial

A must-read paper for speech separation based on neural networks

paper speech-enhancement speech-separation voice-separation

Last synced: 02 Aug 2024

https://github.com/kaituoxu/Conv-TasNet

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

audio-separation conv-tasnet permutation-invariant-training pit pytorch source-separation speech-separation tasnet

Last synced: 01 Aug 2024

https://github.com/Audio-WestlakeU/FullSubNet

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

audio band denoising full-band narrow-band noise-reduction paper pretrained-model pytorch reproducible-research single-channel speech speech-enhancement speech-processing speech-separation sub-band

Last synced: 05 Aug 2024

https://github.com/gemengtju/Tutorial_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.

deep-learning deep-neural-networks signal-processing speech-analysis speech-processing speech-separation

Last synced: 01 Aug 2024

https://github.com/JusperLee/Dual-Path-RNN-Pytorch

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

deep-learning pytorch rnn-model speech-separation speech-separation-algorithm

Last synced: 01 Aug 2024

https://github.com/funcwj/setk

Tools for Speech Enhancement integrated with Kaldi

beamforming kaldi rir-generator speech speech-enhancement speech-separation time-frequency-masking

Last synced: 01 Aug 2024

https://github.com/double22a/speech_dataset

The dataset of Speech Recognition

asr audio automatic-speech-recognition dataset deep-learning deep-neural-networks speech speech-diarization speech-enhancement speech-recognition speech-segmentation speech-separation speech-synthesis speech-to-text speech-translation text-to-speech tts voice-conversion wav

Last synced: 02 Aug 2024

https://github.com/speechbrain/speechbrain.github.io

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.

beamforming deep-learning deeplearning librispeech neural-network neural-networks speaker-identification speaker-recognition speaker-verification speech speech-analysis speech-api speech-emotion-recognition speech-processing speech-recognition speech-recognizer speech-separation speech-to-text speechrecognition timit

Last synced: 02 Aug 2024

https://github.com/seanwood/gcc-nmf

Real-time GCC-NMF Blind Speech Separation and Enhancement

cross-correlation dictionary-learning gcc gcc-nmf generalized-cross-correlation ipython-notebook low-latency machine-learning nmf real-time real-time-processing speaker speech speech-enhancement speech-processing speech-separation tdoa unsupervised-machine-learning

Last synced: 27 Sep 2024

https://github.com/AppleHolic/source_separation

Deep learning based speech source separation using Pytorch

audio deep-learning pytorch source-separation speech speech-separation

Last synced: 01 Aug 2024

https://github.com/aishoot/LSTM_PIT_Speech_Separation

Two-talker Speech Separation with LSTM/BLSTM by Permutation Invariant Training method.

audio-separation multi-speaker permutation-invariant-training robust-speech-recognition speech-enhancement speech-separation

Last synced: 01 Aug 2024

https://github.com/eesungkim/Speech_Enhancement_DNN_NMF

Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF

dnn-nmf dnn-spectral-mapping dnn-speech-enhancement dnn-tf-masking nmf-speech-enhancement source-separation speech-separation

Last synced: 01 Aug 2024

https://github.com/meokz/looking-to-listen

Deep neural network (DNN) for noise reduction, removal of background music, and speech separation

noise-reduction speech-separation

Last synced: 02 Aug 2024

https://github.com/funcwj/aps

A personal toolkit for single/multi-channel speech recognition & enhancement & separation.

end-to-end kaldi multi-channel speech speech-enhancement speech-recognition speech-separation

Last synced: 01 Aug 2024

https://github.com/KyleZhang1118/Voice-Separation-and-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.

multi-channel speech-enhancement speech-separation

Last synced: 31 Jul 2024