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acoustics

aec-challenge

AEC Challenge

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

audio-denoising

A Comparison between Spectral Subtraction and Notch Filtering for Audio Signal Denoising

awesome-backbones

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

cqt-toolbox-2011

cqt-toolbox-2013

crn-based-saec

The implementation of "Deep Learning-based Stereophonic Acoustic Echo Suppression without Decorrelation"

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

db-aiat

The implementation of "Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement"

dcunet.pytorch

Phase-Aware Speech Enhancement with Deep Complex U-Net

deepship

denoise

Based on Wavelet and Spectral Subtraction

densenet-sdr

paper:Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning; repo that holds code for improving on dropout using Stochastic Delta Rule

dnn-for-speech-enhancement

DNN-for-speech-enhancement

kaldi

This is now the official location of the Kaldi project.

models

Models and examples built with TensorFlow

ms-snsd

The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number of speakers, noise types, and Speech to Noise Ratio (SNR) levels desired.

mtfaa-net

Multi-Scale Temporal Frequency Convolutional Network With Axial Attention for Speech Enhancement

nps_uw_multibeam_sonar

Multibeam sonar plugin with NVIDIA Cuda library

proof-of-concept

Proof Of Concept: Obtaining Graphs Like Fig. 4 in the Paper "Phase-Aware Single-Channel Speech Enhancement with Modulation-Domain Kalman Filtering"

pw-wvd

The Piece-Wise Spline Wigner-Ville Distribution MATLAB Package

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.

pyts

A Python package for time series classification

recurrent-relational-networks

Code accompanying the paper Recurrent Relational Networks for Complex Relational Reasoning https://arxiv.org/abs/1711.08028

rnnoise

Recurrent neural network for audio noise reduction (all sample rate support)

segan

Speech Enhancement Generative Adversarial Network in TensorFlow

signalgraph

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.

sonaranalysis

A repository to Sonar Analysis and other staff