Deep Learning for Audio Signal Processing
IEEE Journal of Selected Topics in Signal Processing(2019)
摘要
Given the recent surge in developments of deep learning, this paper provides a review of the state-of-the-art deep learning techniques for audio signal processing. Speech, music, and environmental sound processing are considered side-by-side, in order to point out similarities and differences between the domains, highlighting general methods, problems, key references, and potential for cross ferti...
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关键词
Deep learning,Task analysis,Convolution,Computational modeling,Hidden Markov models,Music
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