Automatic Speech Recognition
| Autor: | Dong Yu, Li Deng |
|---|---|
| EAN: | 9781447157793 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 11.11.2014 |
| Untertitel: | A Deep Learning Approach |
| Kategorie: | |
| Schlagworte: | Adaptive Training Automatic Speech Recognition Computational Network Deep Generative Model Deep Learning Deep Neural Network Distributed Representation Full-Sequence Training Hidden Markov Model LSTM Recurrent Neural Network Transfer Learn |
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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 learning models.
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