hp11223344

speechbrain

A PyTorch-based Speech Toolkit

Self-Attention-GAN

Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)

DeepFilterNet

Noise supression using deep filtering

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.

madmom

Python audio and music signal processing library

InternVideo

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

FullSubNet

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

Conv-TasNet

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement

triplet-attention

Official PyTorch Implementation for "Rotate to Attend: Convolutional Triplet Attention Module." [WACV 2021]

ConditionalDETR

This repository is an official implementation of the ICCV 2021 paper "Conditional DETR for Fast Training Convergence". (https://arxiv.org/abs/2108.06152)

phasen

A unofficial Pytorch implementation of Microsoft's PHASEN

FRCRN

DB-AIAT

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

MECT4CNER

Code for ACL 2021 paper. MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition.

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.

speech-emotion-recognition-using-self-attention

Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019

DSA2F

Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal Fusion (CVPR'2021, Oral)

unsup_speech_enh_adaptation

Unsupervised domain adaptation for conversational speech enhancement using RemixIT

DDAEC

MFNet

This repo provides the processed samples of the manuscript "a Mask Free Neural Network for Monaural Speech Enhancement", which was accepted by INTERSPEECH2023.

DBT-Net

The audio demos with respect to the paper "DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement" are provided (submitted to TASLP). The code will also be released soon.

NUNet-TLS

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

LSA

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

WD-TCN

DOA-estimation-with-a-stacked-self-attention-network

A stacked self-attention network for two-dimensional direction-of-arrival estimation in hands-free speech communication

Speech-Enhancement-Using-Time-Domain-Loss

This is an adaptation of the paper "Two-Stage Deep Learning for Noisy-Reverberant Speech Enhancement". It uses Time Domain Reconstruction (TDR) as an additional loss function to make use of clean phase in the enhancement process. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6519714/

Uformer

Phase-Aware-Deep-Speech-Enhancement

Phase Aware Deep Speech Enhancement - Pytorch

Relative-Phase-Shift

Try RPS drawing.