Repositories list

• RealMAN

  Public
  A description of "RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization" [NIPS 2024]

  multi-channelspeech-enhancementmicrophone-array-processing+ 5doa-estimationaudio-datasetssound-source-localizationmicrophone-audio-capturereal-world-datasets

  Python

  •11•100•4•0•Updated Dec 11, 2024Dec 11, 2024

• FN-SSL

  Public
  The Official PyTorch Implementation of FN-SSL & IPDnet for Sound Source Localization

  speechnarrow-bandsound-source-localization+ 1microphone-array-generalization

  Python

  •10•95•1•0•Updated Dec 9, 2024Dec 9, 2024

• FS-EEND

  Public
  The official Pytorch implementation of "Frame-wise streaming end-to-end speaker diarization with non-autoregressive self-attention-based attractors". [ICASSP 2024] and "LS-EEND: long-form streaming end-to-end neural diarization with online attractor extraction"

  end-to-endpytorchspeaker-diarization+ 4self-attentionlong-formonline-inferenceframe-wise

  Python

  •

  MIT License

  •4•92•1•0•Updated Dec 2, 2024Dec 2, 2024

• NBSS

  Public
  The official repo of NBC & SpatialNet for multichannel speech separation, denoising, and dereverberation

  speechpytorchmulti-channel+ 6enhancementdenoisingseparationdereverberationnarrow-bandfull-band

  Python

  •

  MIT License

  •26•238•19•0•Updated Nov 4, 2024Nov 4, 2024

• UMA-ASR

  Public
  This repository is the official implementation of unimodal aggregation (UMA) for automaticspeech recognition (ASR).

  speech-recognitionasr

  Shell

  •3•17•1•0•Updated Oct 29, 2024Oct 29, 2024

• ATST-SED

  Public
  This repo includes the official implementations of "Fine-tune the pretrained ATST model for sound event detection".

  semi-supervised-learningsedsound-event-detection+ 3fine-tuningself-supervised-learningatst

  Jupyter Notebook

  •

  MIT License

  •13•105•1•0•Updated Oct 15, 2024Oct 15, 2024

• SAR-SSL

  Public
  A python implementation of “Self-Supervised Learning of Spatial Acoustic Representation with Cross-Channel Signal Reconstruction and Multi-Channel Conformer” [TASLP 2024]

  multi-channelmicrophone-arrayreal-world-data+ 11room-acousticsconformerfine-tuningtdoaarray-signal-processingself-supervised-learningdownstream-tasks+ 4

  Python

  •

  MIT License

  •1•30•2•0•Updated Oct 11, 2024Oct 11, 2024

• ATST-RCT

  Public
  ATST-RCT model for DCASE 2022 task4.

  Python

  •0•2•0•0•Updated Sep 19, 2024Sep 19, 2024

• audiossl

  Public
  A library built for easier audio self-supervised training, downstream tasks evaluation

  audio-classificationaudiosetnsynth+ 10speech-commandsaudio-datasetsvoxceleb1urbansound8kpytorch-lightningaudio-representationaudio-self-supervised-learning+ 3

  Python

  •

  Other

  •10•107•4•1•Updated Aug 27, 2024Aug 27, 2024

• RVAE-EM

  Public
  Official PyTorch implementation of "RVAE-EM: Generative speech dereverberation based on recurrent variational auto-encoder and convolutive transfer function" [ICASSP2024]

  vaebayesian-inferencespeech-processing+ 2speech-enhancementdereverberation

  Python

  •

  MIT License

  •4•42•0•0•Updated Mar 20, 2024Mar 20, 2024

• Microphone-Array-Generalization-for-Multichannel-Narrowband-Deep-Speech-Enhancement-

  Public
  Python

  •

  MIT License

  •0•4•0•0•Updated Mar 12, 2024Mar 12, 2024

• pytorch_lightning_template_for_beginners

  Public
  A pytorch template for beginners based on pytorch_lightning

  Python

  •5•37•0•0•Updated Feb 1, 2024Feb 1, 2024

• FullSubNet

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

  audioreproducible-researchpaper+ 13speechbandspeech-processingnoise-reductiondenoisingspeech-separationspeech-enhancement+ 6

  Python

  •

  MIT License

  •158•557•38•1•Updated Aug 19, 2023Aug 19, 2023

• McNet

  Public
  The official repo: "McNet: Fuse Multiple Cues for Multichannel Speech Enhancement", ICASSP 2023

  signal-processingspeech-enhancementarray-signal-processing+ 3multi-channel-speech-enhancementpytorch-lightningpytorch

  Python

  •13•110•1•0•Updated Mar 24, 2023Mar 24, 2023

• RCT

  Public
  This repo gives the code for the official implementation of RCT.

  Python

  •1•13•0•0•Updated Jun 28, 2022Jun 28, 2022

• Microphone-Array-Generalization-for-Multichannel-Narrowband-Deep-Speech-Enhancement

  Public
  Python

  •

  MIT License

  •9•7•0•0•Updated Sep 30, 2021Sep 30, 2021

• Audio-WestlakeU.github.io

  Public
  Audio and Signal Information Processing Lab in Westlake University concentrates on speech processing algorithm

  MIT License

  •1•3•0•0•Updated Jul 8, 2021Jul 8, 2021

• Narrowband_DeepFiltering

  Public
  Python

  •6•19•0•0•Updated Apr 1, 2020Apr 1, 2020

• RTF_InterFrameSpecSub

  Public
  MATLAB

  •3•1•0•0•Updated Apr 1, 2020Apr 1, 2020

• RS_noisePSD

  Public
  MATLAB

  •0•1•0•0•Updated Apr 1, 2020Apr 1, 2020

• DP_RTF_SSL

  Public
  MATLAB

  •3•3•1•0•Updated Apr 1, 2020Apr 1, 2020

• bss_ctf_lasso

  Public
  MATLAB

  •3•5•0•0•Updated Apr 1, 2020Apr 1, 2020

• dereverb_ctf_nonneg

  Public
  MATLAB

  •2•1•0•0•Updated Apr 1, 2020Apr 1, 2020

• BSS_CTF_EM

  Public
  MATLAB

  •1•0•0•0•Updated Apr 1, 2020Apr 1, 2020

• LSTM-noisePSD

  Public
  Python

  •2•8•0•0•Updated Apr 1, 2020Apr 1, 2020

• ctf_mint

  Public
  MATLAB

  •1•0•0•0•Updated Apr 1, 2020Apr 1, 2020

• OnlineSSL_DPRTF_EG

  Public
  MATLAB

  •5•8•0•0•Updated Apr 1, 2020Apr 1, 2020

• SMIF_online_dereverb

  Public
  MATLAB

  •3•3•0•0•Updated Apr 1, 2020Apr 1, 2020