Single channel multi-talker speech separation with deep learning

• Main Author: Xu, Chenglin
• Other Authors: Chng Eng Siong
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• Online Access: https://hdl.handle.net/10356/143903
• Institution: Nanyang Technological University

The objective of speech separation is to divide a mixture signal, i.e., multiple speakers with background noise, into a set of individual streams, where each stream only contains a single speaker's voice. The study of speech separation is important as the performance of speech applications degr...