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espnet

End-to-End Speech Processing Toolkit

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

DeepFilterNet

Noise supression using deep filtering

Unet-Segmentation-Pytorch-Nest-of-Unets

Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet

speechmetrics

A wrapper around speech quality metrics MOSNet, BSSEval, STOI, PESQ, SRMR, SISDR

SpeechAlgorithms

Speech Algorithms

auraloss

Collection of audio-focused loss functions in PyTorch

Conv-TasNet

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

PytorchNetHub

项目注释+论文复现+算法竞赛+Pytorch实践

DTLN

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

nara_wpe

Different implementations of "Weighted Prediction Error" for speech dereverberation

webnn

🧠 Web Neural Network API

PercepNet

Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech

pyaec

simple and efficient python implemention of a series of adaptive filters. including time domain adaptive filters(lms、nlms、rls、ap、kalman)、nonlinear adaptive filters(volterra filter、functional link adaptive filters)、frequency domain adaptive filters(frequency domain adaptive filter、frequency domain kalman filter) for acoustic echo cancellation.

DeepAFx

Third-party audio effects plugins as differentiable layers within deep neural networks.

AEC3

AEC3 Extracted From WebRTC

Realtime_AudioDenoise_EchoCancellation

speexdsp-python

Speex Echo Canceller Python Library

SpEx_Plus

SpEx+(tied) source code

MVAE

Official PyTorch implementation of MVAE for audio source separation

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

This is the microphone array generalization investigation based on previous Narrow Band Deep Filtering methods.

Complex_PF

RES via complex-valued DNN

Real_AEC_Windows

True full-duplex acoustic echo cancellation.

SpeechMatlab

matlab codes for speech signal processing

AEC-Challenge

AEC Challenge

Demo-of-DeepComplexAEC

AEC_RES

Acoustic echo cancellation and residual echo suppression related scripts and models

Another-Architecture-for-Perception-Based-Loss