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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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2015
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| Truy cập trực tuyến: | https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177 |
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oai:scholar.dlu.edu.vn:DLU123456789-571772023-11-11T05:42:00Z Automatic Speech Recognition A Deep Learning Approach Yu, Dong Deng, Li Automatic Recognition 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... 2015-08-05T07:28:29Z 2015-08-05T07:28:29Z 2015 Book 978-1-4471-5779-3 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177 en application/pdf Springer |
| institution |
Thư viện Trường Đại học Đà Lạt |
| collection |
Thư viện số |
| language |
English |
| topic |
Automatic Recognition |
| spellingShingle |
Automatic Recognition Yu, Dong Deng, Li Automatic Speech Recognition A Deep Learning Approach |
| description |
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... |
| format |
Book |
| author |
Yu, Dong Deng, Li |
| author_facet |
Yu, Dong Deng, Li |
| author_sort |
Yu, Dong |
| title |
Automatic Speech
Recognition
A Deep Learning Approach |
| title_short |
Automatic Speech
Recognition
A Deep Learning Approach |
| title_full |
Automatic Speech
Recognition
A Deep Learning Approach |
| title_fullStr |
Automatic Speech
Recognition
A Deep Learning Approach |
| title_full_unstemmed |
Automatic Speech
Recognition
A Deep Learning Approach |
| title_sort |
automatic speech
recognition
a deep learning approach |
| publisher |
Springer |
| publishDate |
2015 |
| url |
https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57177 |
| _version_ |
1819813336818122752 |