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Extraction and Representation of Prosody for Speaker, Speech and Language Recognition de Leena Mary

Extraction and Representation of Prosody for Speaker, Speech and Language Recognition: SpringerBriefs in Speech Technology

Autor Leena Mary
en Limba Engleză Paperback – 14 oct 2011
Extraction and Representation of Prosodic Features for Speech Processing Applicationsdeals with prosody from speech processing point of view with topics including:
  • The significance of prosody for speech processing applications
  • Why prosody need to be incorporated in speech processing applications
  • Different methods for extraction and representation of prosody for applications such as speech synthesis, speaker recognition, language recognition and speech recognition
This book is for researchers and students at the graduate level.
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Specificații

ISBN-13: 9781461411581
ISBN-10: 1461411580
Pagini: 72
Ilustrații: 1
Dimensiuni: 155 x 235 x 4 mm
Greutate: 0.12 kg
Ediția:2012
Editura: Springer
Colecția Springer
Seria SpringerBriefs in Speech Technology

Locul publicării:New York, NY, United States

Public țintă

Professional/practitioner

Cuprins

1. Significance of Prosody for Speaker, Language and Speech Recognition.- 1.1 Introduction.- 1.2 What is prosody.- 1.3 Probabilistic formulation of recognition.- 1.4 Significance of prosody for robust recognition.- 1.5 Automatic speaker recognition.- 1.6 Automatic language recognition.- 1.7 Automatic speech recognition.- 1.8 Summary.- 2. Automatic Extraction of Prosody for Speaker, Language and Speech Recognition.- 2.1 Introduction.- 2.2 Extraction and representation of prosodic features in ASR free approaches.- 2.3 Extraction and representation of prosodic features in ASR based approaches.- 2.4 Summary.- 3. Modeling and Integration of Prosody for Speaker, Language and Speech Recognition.- 3.1 Introduction.- 3.2 Modeling prosody.- 3.3 Speaker recognition systems based on prosody.- 3.4 Language recognition systems based on prosody.- 3.5 Speech recognition systems based on prosody.- 3.6 Fusion of prosodic evidence into the conventional recognition systems.- 3.7 Summary.

Caracteristici

The author covers prosody from the speech processing perspective