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Search results for pytorch speech enhancement

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30 search results found

Espnet ⭐ 7,563

End-to-End Speech Processing Toolkit

Speechbrain ⭐ 7,166

A PyTorch-based Speech Toolkit

Asteroid ⭐ 2,018

The PyTorch-based audio source separation toolkit for researchers

Deepfilternet ⭐ 1,664

Noise supression using deep filtering

Fullsubnet ⭐ 443

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

Percepnet ⭐ 243

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

Mayavoz ⭐ 193

Pytorch based speech enhancement toolkit.

Wave U Net For Speech Enhancement ⭐ 184

Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.

Mp Senet ⭐ 143

MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra

Soundsourceseparation ⭐ 134

The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.

Segan Pytorch ⭐ 83

SEGAN pytorch implementation https://arxiv.org/abs/1703.09452

A Convolutional Recurrent Neural Network For Real Time Speech Enhancement ⭐ 79

A minimum unofficial implementation of the A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement (CRN) using PyTorch.

Ssl_speech_restoration ⭐ 75

SelfRemaster: SSL Speech Restoration

Torch Pesq ⭐ 69

PyTorch implementation of the Perceptual Evaluation of Speech Quality for wideband audio

Repo for source code of EBEN: Extreme Bandwidth Extension Network

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

Dccrn With Various Loss Functions ⭐ 50

DCCRN with various loss functions

A unofficial Pytorch implementation of Microsoft's PHASEN

Pytorch Tensor Train Network ⭐ 37

Jun and Huck's PyTorch-Tensor-Train Network Toolbox

Irm Based Speech Enhancement Using Lstm ⭐ 29

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

Snr Based Progressive Learning Of Deep Neural Network For Speech Enhancement ⭐ 20

The implementation of the paper SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.

Nunet Tls ⭐ 19

Nested U-Net with two-level skip connections for speech enhancement

Denoisers ⭐ 15

Simple PyTorch Denoisers for Audio and Spectrograms

[Research] Monaural Speech Enhancement through Wave-U-Net (SEWUNet)

Deepmultispeech ⭐ 10

Deep Multi-Speech model

Dnn Based Speech Enhancement In The Frequency Domain ⭐ 8

DNN-based SE in the frequency domain using Pytorch. You can test some state-of-the-art networks using T-F masking or spectral mapping method.

Official source code of the INTERSPEECH 2023 paper: "Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model" (AVLIT)

unofficial implementation of "CPTNN: CROSS-PARALLEL TRANSFORMER NEURAL NETWORK FOR TIME-DOMAIN SPEECH ENHANCEMENT"

Plcpa Asym Loss ⭐ 5

The power-law compressed phase-aware asymmetric (PLCPA-ASYM) loss

Temporal Auditory Coding Features For Causal Speech Enhancement ⭐ 5

code and detailed results for the paper Thoidis I., Vrysis L., Markou D., Papanikolaou, G. Temporal Auditory Coding Features for Causal Speech Enhancement. Electronics 2020, 9, 1698.

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