Electronic Resource

Audio Processing and Speech Recognition

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Penilaian

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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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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908001830	EB0002464	152.15 Sen a	Central Library	Available

Detail Information

Series Title

SpringerBriefs in Applied Sciences and Technology

Call Number

152.15 Sen a

Publisher

Singapore : Springer Singapore., 2019

Collation

xvi, 96p.:Ill

Language

English

ISBN/ISSN

978-981-13-6098-5

Classification

152.15

Content Type

Ebook

Media Type

-

Carrier Type

online resource

Edition

1

Subject(s)

Data Transmission Systems

Specific Detail Info

-

Statement of Responsibility

BRF

Other version/related

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