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Speech Processing in Mobile Environments

K. Sreenivasa Rao, Anil Kumar Vuppala (Autoren)

Buch | Softcover

XII, 121 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-03115-6 (ISBN)

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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.

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).

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.

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)

Erscheint lt. Verlag	18.2.2014
Reihe/Serie	SpringerBriefs in Speech Technology
Zusatzinfo	XII, 121 p. 35 illus., 2 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	263 g
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Coded and Noisy Speech • Non-uniform Time Scale Modification • Robust CV Recognition • Speaker Identification in Noisy Environments • Speech Processing in Coding Environments • Speech Processing in Mobile Environments • Speech Processing in Noisy Environments • Speech Processing in Varying Background • Vowel Onset Point Detection for Coded Speech • Vowel Onset Point Detection for Noisy Speech
ISBN-10	3-319-03115-5 / 3319031155
ISBN-13	978-3-319-03115-6 / 9783319031156
Zustand	Neuware