Domain adversarial training for speech enhancement

• المؤلفون الرئيسيون: Hou, Nana, Xu, Chenglin, Chng, Eng Siong, Li, Haizhou
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Domain Adversarial Training; Speech Enhancement
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/144786
• المؤسسة: Nanyang Technological University

The performance of deep learning approaches to speech enhancement degrades significantly in face of mismatch between training and testing. In this paper, we propose a domain adversarial training technique for unsupervised domain transfer, that 1) overcomes domain mismatch, and 2) provides a solution...