Extraction and Representation of Prosody for Speaker, Speech and Language Recognition

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

Extraction and Representation of Prosodic Features for Speech Processing Applications deals 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 Di...

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Bibliographic Details
Main Author: Mary, Leena (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: New York, NY : Springer New York : Imprint: Springer, 2012.
Edition:1st ed. 2012.
Series:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Springer eBook Collection.
Subjects:
Signal processing.
Image processing.
Speech processing systems.
Computational linguistics.
Natural language processing (Computer science).
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 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.

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