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academic-website

adaptation-interspeech18

Empirical Evaluation of Speaker Adaptation on DNN based Acoustic Model

asteroid

The PyTorch-based audio source separation toolkit for researchers

audiosignalprocesstools

MATLAB tools for audio signal processing

auxiva

Independent vector analysis with alixiary-function-method

av-sepformer

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

beamformers

Easy to use Beamformers for multi-channel speech separation/enhancement

beginning_asa

bibtex_mabfse_ciaic

bibtex for MABFSE

blind_source_separation_dataset

A flexible dataset for blind source separation. You can change the non-stationarity of background noise, reverberation time of room according to your application flexiblely .

bssaec2020

A New Perspective of Auxiliary-Function-Based Independent Component Analysis in Acoustic Echo Cancellation

cgmm-mask-estimator

Implementation of the offline method described in "Robust mvdr beamforming using time-frequency masks for online/offline asr in noise"

ciaic_ns

CIAIC_NoiseSuppression

clarity

Clarity Challenge toolkit - software for building Clarity Challenge systems

code_2020icassp_five

Fast Independent Vector Extraction: Code and data to reproduce the results from the paper.

comparison-of-blind-source-separation-techniques

Compare AIRES BSS with TRINICON, ILRMA and AuxIVA (online and offline versions)

ctf_mnmf

unofficial implementation of CTFMNMF

deeplearning_lhy21_notes

深度学习 李宏毅 2021 学习笔记

direction-of-arrivals-estimation

dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

doa_estimation

doa estimation toolbbox

dvae_se

Unsupervised speech enhancement using DVAEs

f0estimation

fasnet-tac-pytorch

Full implementation of "End-to-end microphone permutation and number invariant multi-channel speech separation" (Interspeech 2020)

fastica

Fast ICA algorithm for blind source separation

fullrankscm

MATLAB script of Full-Rank Spatial Covariance Model

gcc-nmf

Real-time GCC-NMF Blind Speech Separation and Enhancement

gpurir

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

henrysignal

Trying to open source of various conventional speech enhancement algorithms, including beamforming, separation, dereverberation, echo cancellation. Please feel free to ask for the code by submitting issue and I will update this repo accordingly.