Mismatch problem in deep-learning based speech enhancement

• المؤلف الرئيسي: Hou, Nana
• مؤلفون آخرون: Chng Eng Siong
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/159197
• المؤسسة: Nanyang Technological University

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...