Single channel multi-talker speech separation with deep learning

• المؤلف الرئيسي: Xu, Chenglin
• مؤلفون آخرون: Chng Eng Siong
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering::Electronic systems::Signal processing
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/143903
• المؤسسة: 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...