Project for the Signal Processing course @acs, UPB 2021
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Updated
Jul 23, 2021 - MATLAB
Project for the Signal Processing course @acs, UPB 2021
Contains 4 sub-packages relating to the group's work in artificial bandwidth extension (ABE) published in ICASSP (2x'18, '19) and INTERSPEECH ('18).
List of matlab/octave used in master thesis S2 "binaural" by bagustris
DNN assisted Kalman filter for time domain speech enhancement
A perceptual weighting filter loss for DNN training in speech enhancement
ASPP: Binaural Speech Enhancement with Atomic Speech Presence Probability Estimation
Speech Enhancement Metrics (PESQ, CSIG, CBAK, COVL)
A framework for quick testing and comparing multi-channel speech enhancement and separation methods, such as DSB, MVDR, LCMV, GEVD beamforming and ICA, FastICA, IVA, AuxIVA, OverIVA, ILRMA, FastMNMF.
Spectral Subtraction, Wiener Filtering, MMSE
Deep neural network based speech enhancement toolkit
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
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