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Audio Processing and Speech Recognition

- Concepts, Techniques and Research Overviews
Af: Soumya Sen, Nilanjan Dey, Anjan Dutta Engelsk Paperback

Audio Processing and Speech Recognition

- Concepts, Techniques and Research Overviews
Af: Soumya Sen, Nilanjan Dey, Anjan Dutta Engelsk Paperback
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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.



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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.



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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 96
ISBN-13: 9789811360978
Indbinding: Paperback
Udgave:
ISBN-10: 9811360979
Kategori: Talegenkendelse
Udg. Dato: 20 feb 2019
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Verlag, Singapore
Oplagsdato: 20 feb 2019
Forfatter(e): Soumya Sen, Nilanjan Dey, Anjan Dutta
Forfatter(e) Soumya Sen, Nilanjan Dey, Anjan Dutta

Kategori Talegenkendelse

ISBN-13 9789811360978

Sprog Engelsk

Indbinding Paperback

Sider 96

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 20 feb 2019

Oplagsdato 20 feb 2019

Forlag Springer Verlag, Singapore

Kategori sammenhænge