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Anotace knihy

This book summarizes the recent advancement in the field of automatic speech recognition with a focus on discriminative and hierarchical models. This will be the first automatic speech recognition book to include a comprehensive coverage of recent developments such as conditional random field and deep learning techniques. It presents insights and theoretical foundation of a series of recent models such as conditional random field, semi-Markov and hidden conditional random field, deep neural network, deep belief network, and deep stacking models for sequential learning. It also discusses practical considerations of using these models in both acoustic and language modeling for continuous speech recognition.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Other technologies & applied sciences Applied optics

• Plný název: Automatic Speech Recognition
• Podnázev: A Deep Learning Approach
• Autor: Dong Yu, Li Deng
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 321
• EAN: 9781447157786
• ISBN: 1447157788
• ID: 02200230
• Nakladatelství: Springer London Ltd
• Hmotnost: 684 g
• Rozměry: 228 × 241 × 25 mm
• Datum vydání: 28. November 2014

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