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Speech Recognition Algorithms Based on Weighted Finite-State Transducers false
By:Takaaki Hori,Atsushi Nakamura
Published on 2012-11-30 by Morgan & Claypool


This book introduces the theory, algorithms, and implementation techniques for efficient decoding in speech recognition mainly focusing on the Weighted Finite-State Transducer (WFST) approach. The decoding process for speech recognition is viewed as a search problem whose goal is to find a sequence of words that best matches an input speech signal. Since this process becomes computationally more expensive as the system vocabulary size increases, research has long been devoted to reducing the computational cost. Recently, the WFST approach has become an important state-of-the-art speech recognition technology, because it offers improved decoding speed with fewer recognition errors compared with conventional methods. However, it is not easy to understand all the algorithms used in this framework, and they are still in a black box for many people. In this book, we review the WFST approach and aim to provide comprehensive interpretations of WFST operations and decoding algorithms to help anyone who wants to understand, develop, and study WFST-based speech recognizers. We also mention recent advances in this framework and its applications to spoken language processing.

This Book was ranked at 8 by Google Books for keyword Speech Audio Processing.

Book ID of Speech Recognition Algorithms Based on Weighted Finite-State Transducers's Books is lhfRRwAACAAJ, Book which was written byTakaaki Hori,Atsushi Nakamurahave ETAG "jt7teWM0jCc"

Book which was published by Morgan & Claypool since 2012-11-30 have ISBNs, ISBN 13 Code is 9781608454730 and ISBN 10 Code is 1608454738

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