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Automatic Speech Recognition on Mobile Devices and Over Communication Networks (Advances in Pattern Recognition)

Automatic Speech Recognition on Mobile Devices and Over Communication Networks (Advances in Pattern Recognition) Cover

 

Synopses & Reviews

Publisher Comments:

The remarkable advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition on mobile devices and over communication networks. This trend is accelerating. This book brings together leading academic researchers and industrial practitioners to address the issues in this emerging realm and presents the reader with a comprehensive introduction to the subject of speech recognition in devices and networks. It covers network, distributed and embedded speech recognition systems, which are expected to co-exist in the future. It offers a wide-ranging, unified approach to the topic and its latest development, also covering the most up-to-date standards and several off-the-shelf systems. Key features: • Provides an in-depth review of network speech recognition, distributed speech recognition, embedded speech recognition, systems and applications • Begins with a comprehensive overview of the subject, discussing the pros and cons of the presented approaches, and guiding the reader through the following chapters • Includes platforms like mobile phones, PDAs and automobiles • Presents state-of-the-art methods, advanced systems, and the latest standards • Offers working knowledge needed for both research and practice • References supplemental material at associated complementary website at: http://asr.es.aau.dk This all-inclusive text/reference is an essential read for graduate students, scientists and engineers working or researching in the field of speech recognition and processing. It offers a self-contained approach to this hot research topic.

Synopsis:

The advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition on mobile devices and over communication networks. This book brings together academic researchers and industrial practitioners to address the issues in this emerging realm and presents the reader with a comprehensive introduction to the subject of speech recognition in devices and networks. It covers network, distributed and embedded speech recognition systems.

Table of Contents

Networked, Distributed and Embedded Speech Recognition: An Overview.- Speech Coding and Packet Loss Effects on Speech and Speaker.- Speech Recognition over Mobile Networks.- Speech Recognition over IP Networks.- Distributed Speech Recognition Standards.- Speech Feature Extraction and Reconstruction.- Quantization of Speech Features: Source Coding.- Error Recovery: Channel Coding and Packetization.- Error Concealment.- Algorithm Optimizations: Low Computational Complexity.- Algorithm Optimizations: Low Memory Footprint.- Fixed-point Arithmetic.- Software Architectures for Networked Mobile Speech Applications.- Speech Recognition in Mobile Phones.- Handheld Speech to Speech Translation System.- Automotive Speech Recognition.- Energy-aware Speech Recognition for Mobile Devices.

Product Details

ISBN:
9781849967365
Publisher:
Springer
Location:
London
Author:
Lindberg, Boerge
Author:
Tan, Zheng-Hua
Subject:
User Interfaces
Subject:
Distributed systems
Subject:
Embedded Systems
Subject:
HCI
Subject:
handheld devices
Subject:
Internet
Subject:
mobile environments
Subject:
Speech Recognition
Subject:
wireless networks
Subject:
User Interfaces and Human Computer Interaction
Subject:
Signal, Image and Speech Processing
Subject:
Pattern recognition.
Subject:
Computer Communication Networks
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Information Systems and Communication Service
Subject:
Graphics-User Interface
Subject:
Computer Science
Subject:
Language, literature and biography
Subject:
Optical pattern recognition
Subject:
Artificial Intelligence
Subject:
Information Systems
Copyright:
Edition Description:
Softcover reprint of hardcover 1st ed. 2008
Series:
Advances in Computer Vision and Pattern Recognition
Publication Date:
20101209
Binding:
TRADE PAPER
Language:
English
Pages:
424
Dimensions:
235 x 155 mm 635 gr

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Computers and Internet » Graphics » User Interface
Computers and Internet » Internet » Information
Computers and Internet » Networking » General

Automatic Speech Recognition on Mobile Devices and Over Communication Networks (Advances in Pattern Recognition)
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Product details 424 pages Springer - English 9781849967365 Reviews:
"Synopsis" by , The advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition on mobile devices and over communication networks. This book brings together academic researchers and industrial practitioners to address the issues in this emerging realm and presents the reader with a comprehensive introduction to the subject of speech recognition in devices and networks. It covers network, distributed and embedded speech recognition systems.
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