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Speech Recognition Using Articulatory and Excitation Source Features
K. Sreenivasa Rao
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Description for Speech Recognition Using Articulatory and Excitation Source Features
paperback. Series: SpringerBriefs in Electrical and Computer Engineering. Num Pages: 92 pages, 19 black & white illustrations, 4 colour illustrations, 7 colour tables, biography. BIC Classification: CFX; TTBM; UYQL. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 6. Weight in Grams: 174.
This book discusses the contribution of articulatory and excitation source information in discriminating sound units. The authors focus on excitation source component of speech -- and the dynamics of various articulators during speech production -- for enhancement of speech recognition (SR) performance. Speech recognition is analyzed for read, extempore, and conversation modes of speech. Five groups of articulatory features (AFs) are explored for speech recognition, in addition to conventional spectral features. Each chapter provides the motivation for exploring the specific feature for SR task, discusses the methods to extract those features, and finally suggests appropriate models to capture the sound unit specific ... Read more
This book discusses the contribution of articulatory and excitation source information in discriminating sound units. The authors focus on excitation source component of speech -- and the dynamics of various articulators during speech production -- for enhancement of speech recognition (SR) performance. Speech recognition is analyzed for read, extempore, and conversation modes of speech. Five groups of articulatory features (AFs) are explored for speech recognition, in addition to conventional spectral features. Each chapter provides the motivation for exploring the specific feature for SR task, discusses the methods to extract those features, and finally suggests appropriate models to capture the sound unit specific ... Read more
Product Details
Format
Paperback
Publication date
2017
Publisher
Springer International Publishing AG Switzerland
Number of pages
92
Condition
New
Series
SpringerBriefs in Electrical and Computer Engineering
Number of Pages
92
Place of Publication
Cham, Switzerland
ISBN
9783319492193
SKU
V9783319492193
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About K. Sreenivasa Rao
K. Sreenivasa Rao is an Associate Professor at IIT Kharagpur. He has published seven books with Springer. He published 55 Journal publications, 25 book chapters and 115 conference publications.
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