Automatic Speech Recognition on Mobile Devices and over Communication Networks

Herausgegeben:Tan, Zheng-Hua; Lindberg, Boerge

• Broschiertes Buch

Produktbeschreibung

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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In the last decade the remarkable advances in computing and networking have sparked an enormous interest in deploying automatic speech recognition in devices and networks, and the trend is accelerating.

This book brings together leading academic researchers and industrial practitioners to address the issues in this emerging realm. It covers networked, distributed and embedded speech recognition systems, which are expected to co-exist in the future. The book is divided into four parts: networked speech recognition, distributed speech recognition, embedded speech recognition, and systems and applications. A profound and unified introduction about this area and its latest development is provided, as well as working knowledge needed for research and practical application deployment. This book covers the most up-to-date standards and a number of systems.

This all-inclusive reference is an essential read for graduate students, scientists and engineers working or researching in the field of speech recognition and processing.

Produktdetails

• Advances in Computer Vision and Pattern Recognition
• Verlag: Springer / Springer, Berlin / Springer, London
• Softcover reprint of hardcover 1st ed. 2008
• Seitenzahl: 424
• Erscheinungstermin: 21. Oktober 2010
• Englisch
• Abmessung: 235mm x 155mm x 23mm
• Gewicht: 644g
• ISBN-13: 9781849967365
• ISBN-10: 1849967369
• Artikelnr.: 32212051

Inhaltsangabe

Network Speech Recognition.- Network, Distributed and Embedded Speech Recognition: An Overview.- Speech Coding and Packet Loss Effects on Speech and Speaker Recognition.- Speech Recognition Over Mobile Networks.- Speech Recognition Over IP Networks.- Distributed Speech Recognition.- Distributed Speech Recognition Standards.- Speech Feature Extraction and Reconstruction.- Quantization of Speech Features: Source Coding.- Error Recovery: Channel Coding and Packetization.- Error Concealment.- Embedded Speech Recognition.- Algorithm Optimizations: Low Computational Complexity.- Algorithm Optimizations: Low Memory Footprint.- Fixed-Point Arithmetic.- Systems and Applications.- 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.

Rezensionen

From the reviews: "This book is a collection of papers about speech recognition, in particular on mobile and over-the-network systems. ... Each paper is written by a leading researcher or practitioner. ... Therefore, the audience is ... researchers and engineers in the field of speech recognition. ... Overall, this is an important collection of research and best practices in the subfield of speech recognition." (Claudia Popescu, Computing Reviews, March, 2009)