YadongChen-1016

rnnoise

Recurrent neural network for audio noise reduction

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

auraloss

Collection of audio-focused loss functions in PyTorch

onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

pysepm

Python implementation of performance metrics in Loizou's Speech Enhancement book

AEC-Challenge

AEC Challenge

llm-resource

LLM全栈优质资源汇总

LibriSpace

ears_dataset

Expressive Anechoic Recordings of Speech (EARS)

SEMamba

This is the official implementation of the SEMamba paper. (Accepted to IEEE SLT 2024)

SPMamba

adam-atan2-pytorch

Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch

torch_flops

A library for calculating the FLOPs in the forward() process based on torch.fx

RealMAN

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

NMSIS

Nuclei Microcontroller Software Interface Standard Development Repo

SCNet-PyTorch

Unofficial PyTorch implementation of "SCNet: Sparse Compression Network for Music Source Separation"

FSPEN

dnn_aec_data_process

pre-process script for timit data for dnn-aec works

APC-SNR

Implementation of "A Deep Learning Loss Function based on Auditory Power Compression for Speech Enhancement" by pytorch

MUSE-Speech-Enhancement

Official code for MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancemen

FSPEN

codecformer

Dense-TSNet

offical code for Dense-TSNet

comb_filter

ULCNet

[WIP]Trying to implement "Ultra Low Complexity Deep Learning Based Noise Suppression." arXiv preprint arXiv:2312.08132 (2023).

SE-SSL

project_edge_ia

train bird song recognition with a xeno canto database

DTLN