Extraction and Representation of Prosody for Speaker, Speech and Language Recognition [electronic resource] / by Leena Mary.

By: Mary, Leena [author.]Contributor(s): SpringerLink (Online service)Material type: TextTextLanguage: English Series: SpringerBriefs in Electrical and Computer Engineering: Publisher: New York, NY : Springer New York : Imprint: Springer, 2012Description: X, 61p. 32 illus. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781461411598Subject(s): Engineering | Translators (Computer programs) | Computational linguistics | Engineering | Signal, Image and Speech Processing | Computational Linguistics | Language Translation and LinguisticsAdditional physical formats: Printed edition:: No titleDDC classification: 621.382 LOC classification: TK5102.9TA1637-1638TK7882.S65Online resources: Click here to access online
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.
In: Springer eBooksSummary: N/A
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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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