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Audio Processing and Speech Recognition : Concepts, Techniques and Research overviews / Soumya Sen, Anjan Dutta, Nilanjan Dey

By: Sen, Soumya., autor
Contributor(s): SpringerLink (Online service) | Dey, Nilanjan, (1984-), autor | Dutta, Anjan., autor
Series: (Engineering (Springer-11647)); (SpringerBriefs in Computational Intelligence, 2625-3704).Publisher: Singapore : Springer Singapore : Imprint: Springer, 2019Description: 1 recurso en línea (XIV, 96 páginas) : 41 ilustraciones.ISBN: 9789811360985.Subject: Reconocimiento automático del lenguaje | Sonido -- Grabación y reproducciónOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Audio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion.
Abstract: 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.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería TK7895 .S65 2019 EB (Browse shelf(Opens below)) Acceso electrónico eBooks24062208
Total holds: 0

Audio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion.

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.

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