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Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)

Dong Yu, Li Deng




[PDF.uv04] Automatic Speech Recognition: A Deep Learning Approach (Signals and Communication Technology)

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 | #603898 in Books |  2014-11-11 | Original language:English | PDF # 1 |  9.21 x.81 x6.14l,.0 | File type: PDF | 321 pages

||0 of 0 people found the following review helpful.| Currently, the only book of its kind.|By CyrusCypher|Great book. Li Deng has made it his personal mission to chronicle the rise of Deep Learning in the field of speech; his efforts are much appreciated.|2 of 3 people found the following review helpful.| Excellent introduction by two of the field's pioneers|By Steven G.|Excellen| |“The book addresses real-world problems of current interest regarding automatic speech recognition. … This book is useful for all researchers working in automatic speech recognition as well as in real-world applications of deep learning.” (R

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to the rigorous mathematical treatment of the subject, the book also presents insights and theoretical foundation of a series of highly successful deep lear...

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