Audio-WestlakeU/pytorch_lightning_template_for_beginners

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Created about 3 years ago
Updated 10 months ago

Audio-WestlakeU/pytorch_lightning_template_for_beginners

Audio-WestlakeU

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A pytorch template for beginners based on pytorch_lightning

FullSubNet

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

NBSS

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

McNet

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

audiossl

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

FN-SSL

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

ATST-SED

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

Jupyter Notebook

FS-EEND

The official Pytorch implementation of "Frame-wise streaming end-to-end speaker diarization with non-autoregressive self-attention-based attractors". [ICASSP 2024]

RealMAN

A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization

RVAE-EM

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

Narrowband_DeepFiltering

UMA-ASR

This repository is the official implementation of "Unimodal Aggregation for CTC-based Speech Recognition".

RCT

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

OnlineSSL_DPRTF_EG

LSTM-noisePSD

bss_ctf_lasso

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

Audio-WestlakeU.github.io

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

DP_RTF_SSL

SMIF_online_dereverb

ATST-RCT

ATST-RCT model for DCASE 2022 task4.

RTF_InterFrameSpecSub

RS_noisePSD