deep-xi

There are 0 repository under deep-xi topic.

anicolson / DeepXi
Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.
resnet tensorflow speech-enhancement robust-asr deepxi a-priori-snr-estimator mmse minimum-mean-square-error mmse-lsa residual-networks deep-xi speech-separation noise-estimation source-separation deepmmse tcn keras attention mhanet multi-head-attention
Language:MATLAB 486
anicolson / SPN-ASI
Sum-Product Networks (SPNs) for Robust Automatic Speaker Identification.
spn-speaker-model robust-speaker-recognition robustness sum-product-networks deep-xi ideal-binary-mask timit timit-dataset robust-speaker-identification speaker-identification speaker-verification robust-speaker-verification missing-data missing-feature-theory marginalisation marginalization
Language:Python 11
anicolson / bidirectional_2018
A Deep Learning Approach to Ideal Binary Mask Estimation
brnn deep-xi estimator gain ibm ibm-estimation lstm matlab resblstm resblstm-ibm reslstm resnet speech-enhancement speech-separation tensorflow
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