Mismatch problem in deep-learning based speech enhancement

Speech enhancement aims to suppress background noise in noisy speech signals in order to improve speech perceptual quality and intelligibility. For tasks utilizing deep learning mechanisms, the training and testing data are usually assumed to have the same probability distribution. However, real-lif...

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Bibliographic Details
Main Author: Hou, Nana
Other Authors: Chng Eng Siong
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/159197