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Audio Processing and Speech Recognition

Name: Audio Processing and Speech Recognition
Brand: Springer Verlag, Singapore
SKU: 21042292
Price: 60.39 EUR
Availability: InStock
Author: Soumya Sen
ISBN: 9789811360978

Soumya Sen

Anjan Dutta

Nilanjan Dey

Idioma

Inglés

Libro Tapa blanda

Código Libristo: 21042292

Editores Springer Verlag, Singapore, febrero 2019

This book offers an overview of audio processing, including the latest advances in the methodologies... Descripción completa

Código Libristo: 21042292

148 b

60.39 €

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This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.