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

• Κύριος συγγραφέας: Mary, Leena (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2012.
• Σειρά: SpringerBriefs in Electrical and Computer Engineering,
• Θέματα: Engineering.; Computational linguistics.; Signal, Image and Speech Processing.; Computational Linguistics.; Language Translation and Linguistics.

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...

Πίνακας περιεχομένων:

• 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.