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dpcrn_dns3

Implementation of paper "DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement"

dpt-fsnet

dptnet

dual-path-transformer-network-pytorch

Unofficial implementation of Dual-Path Transformer Network (DPTNet) for speech separation (Interspeech 2020)

dual_channel_beamformer_and_postfilter

This project gives an example of dual microphone speech enhancement based on GSC beamformer and multiple channel postfilter.

e2e_dnn_ad_control_for_lin_aec

End-To-End Deep Learning-based Adaptation Control for Linear Acoustic Echo Cancellation

eabnet

This is the repo of the manuscript "Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement", which was submitted to ICASSP2022.

f0estimation

fastf0nls

C++ and MATLAB code for fast and accurate fundamental frequency estimation

fra-rir

fspen

fullsubnet

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

gagnet

This repo provides the network code and the processed samples of the manuscript "Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement", which was accepted by Elsevier Applied Acoustics.

gcc-nmf

Real-time GCC-NMF Blind Speech Separation and Enhancement

gpurir

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

gtcrn

The official implementation of GTCRN, an ultra-lite speech enhancement model.

hgcn

The official repo of "HGCN: Harmonic Gated Compensation Network For Speech Enhancement"

intelligibility-metricgan

Implementation for paper "iMetricGAN: Intelligibility Enhancement for Speech-in-Noise using Generative Adversarial Network-based Metric Learning"

libss

A Python library for blind source separation.

local-spectral-attention-for-full-band-speech-enhancement

Ablation study of local spectral attention (LSA) for full-band speech enhancement (SE)

loizou-speech-enhancement

Spectral Subtraction, Wiener Filtering, MMSE

masp

Microphone Array Speech Processing

melgan-neurips

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

metricgan

MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement (ICML 2019, with Travel awards)

metricgan-okd

Official PyTorch implementation of "Multi-Metric Optimization of MetricGAN via Online Knowledge Distillation for Speech Enhancement" (ICML 2023)

metricgan-plus-pytorch

MetricGAN+ PyTorch Implementation

mha-dpcrn

We design a spectral compression mapping (SCM) for full-band speech enhancement, and propose a two-stage stream named MHA-DPCRN

mp-senet

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

mtfaa-net

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

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.