Automatic Speech Recognition A Deep Learning Approach

This is the first book on automatic speech recognition (ASR) that is focused on the deep learning approach, and in particular, deep neural network (DNN) technology. The landmark book represents a big milestone in the journey of the DNN tech nology, which has achieved overwhelming successes in ASR...

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Detalhes bibliográficos
Principais autores: Yu, Dong, Deng, Li
Formato: Livro
Idioma:English
Publicado em: Springer 2015
Assuntos:
Acesso em linha:https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177
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Descrição
Resumo:This is the first book on automatic speech recognition (ASR) that is focused on the deep learning approach, and in particular, deep neural network (DNN) technology. The landmark book represents a big milestone in the journey of the DNN tech nology, which has achieved overwhelming successes in ASR over the past few years. Following the authors’ recent book on “Deep Learning: Methods and Applications”, this new book digs deeply and exclusively into ASR technology and applications, which were only relatively lightly covered in the previous book in parallel with numerous other applications of deep learning. Importantly, the background material of ASR and technical detail of DNNs including rigorous mathematical descriptions and software implementation are provided in this book, invaluable for ASR experts as well as advanced students...