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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| Hauptverfasser: | , |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Springer
2015
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| Schlagworte: | |
| Online Zugang: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177 |
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| Thư viện lưu trữ: | Thư viện Trường Đại học Đà Lạt |
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| Zusammenfassung: | 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... |
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