Sixty Years of Frequency-Domain Monaural Speech Enhancement: From Traditional to Deep Learning Methods
Chengshi Zheng,
Huiyong Zhang,
Wenzhe Liu
et al.
Abstract:Frequency-domain monaural speech enhancement has been extensively studied for over 60 years, and a great number of methods have been proposed and applied to many devices. In the last decade, monaural speech enhancement has made tremendous progress with the advent and development of deep learning, and performance using such methods has been greatly improved relative to traditional methods. This survey paper first provides a comprehensive overview of traditional and deep-learning methods for monaural speech enha… Show more
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