Speech Processing in Mobile Environments (Springerbriefs in Speech Technology) （2014）

Rao, K. Sreenivasa/ Vuppala, Anil Kumar

Springer International Publishing AG（2014/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 121 p.
• 言語 ENG
• 商品コード 9783319031156
• DDC分類 005.7

Full Description

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.

Contents

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.