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Automatic Speech Recognition

Name: Automatic Speech Recognition
Brand: Springer London Ltd
SKU: 02200230
Price: 160.89 EUR
Availability: InStock
Author: Dong Yu
ISBN: 9781447157786

A Deep Learning Approach

Dong Yu

Li Deng

Language

English

Book Hardback

Libristo code: 02200230

Publishers Springer London Ltd, November 2014

This book summarizes the recent advancement in the field of automatic speech recognition with a focu... Full description

Libristo code: 02200230

394 b

160.89 € VAT included

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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.