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Speech Processing in Mobile Environments: SpringerBriefs in Speech Technology

Autor K. Sreenivasa Rao, Anil Kumar Vuppala
en Limba Engleză Paperback – 18 feb 2014
This book focuses on speech processing in the presence of low-bit rate coding and varying background environments. The methods presented in the book exploit the speech events which are robust in noisy environments. Accurate estimation of these crucial events will be useful for carrying out various speech tasks such as speech recognition, speaker recognition and speech rate modification in mobile environments. The authors provide insights into designing and developing robust methods to process the speech in mobile environments. Covering temporal and spectral enhancement methods to minimize the effect of noise and examining methods and models on speech and speaker recognition applications in mobile environments.
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Specificații

ISBN-13: 9783319031156
ISBN-10: 3319031155
Pagini: 121
Ilustrații: XII, 121 p. 35 illus., 2 illus. in color.
Dimensiuni: 155 x 235 x 20 mm
Greutate: 0.27 kg
Ediția:2014
Editura: Springer International Publishing
Colecția Springer
Seria SpringerBriefs in Speech Technology

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

Introduction.- Background and Literature Review.- Vowel Onset Point Detection from Coded and Noisy Speech.- Consonant-Vowel Recognition in Presence of Coding and Background Noise.- Spotting and Recognition of Consonant-Vowel Units from Continuous Speech.- Speaker Identification and Time Scale Modification Using VOPs.- Summary and Conclusions.- MFCC Features.- Speech Orders.- Pattern Recognition Models.

Recenzii

From the book reviews:
“The authors provide comprehensive coverage of major speech processing techniques. … The book is written in simple English and is easy to read. Students and researchers working in speech processing will find it useful.” (S. Ramakrishnan, Computing Reviews, August, 2014)
“This book is based on Vuppala’s PhD thesis … . It is indeed a commendable exercise to place details of a research work before a wider audience. … Research scholars working in the domains of signal processing, speech, and speaker recognition systems will find this book very useful.” (C. K. Raju, Computing Reviews, May, 2014)

Notă biografică

K. Sreenivasa Rao, PhD is an Associate Professor, School of Information Technology, Indian Institute of Technology Kharagpur (IIT Kharagpur), Anil Kumar Vuppala, PhD is an Assistant Professor at the International Institute of Information Technology, Hyderabad (IIIT Hyderabad).

Textul de pe ultima copertă

This book focuses on speech processing in the presence of low-bit rate coding and varying background environments. The methods presented in the book exploit the speech events which are robust in noisy environments. Accurate estimation of these crucial events will be useful for carrying out various speech tasks such as speech recognition, speaker recognition and speech rate modification in mobile environments. The authors provide insights into designing and developing robust methods to process the speech in mobile environments. Covering temporal and spectral enhancement methods to minimize the effect of noise and examining methods and models on speech and speaker recognition applications in mobile environments.

Caracteristici

Discusses signal processing methods to accurately determine the crucial speech events Examines methods to determine the important speech features in the presence of low-bit coding Covers design of appropriate hybrid models to improve the recognition accuracy of CV units in presence of coding Includes supplementary material: sn.pub/extras