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Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition / by Leena Mary.

By: Mary, Leena., autor
Contributor(s): SpringerLink (Online service)
Series: (Engineering (Springer-11647)); (SpringerBriefs in Speech Technology Studies in Speech Signal Processing Natural Language Understanding and Machine Learning, 2191-737X).Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 2nd ed. 2019.Description: 1 recurso en línea (X, 62 páginas) : 28 ilustraciones, 8 ilustraciones a color.ISBN: 9783319911717.Subject: Proceso en lenguaje natural (Informática) | Reconocimiento automático del lenguajeOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Introduction -- Significance of Prosody for Speaker, Language, Emotion and Speech Recognition -- Automatic Extraction of Prosody for Speaker, Language, Emotion and Speech Recognition -- Modeling and Fusion of Prosody for Speaker, Language, Emotion and Speech Recognition -- Conclusion.
Abstract: This updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic emotion recognition from speech.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.9.N38 2019 EB (Browse shelf(Opens below)) Acceso electrónico eBooks24062222
Total holds: 0

Introduction -- Significance of Prosody for Speaker, Language, Emotion and Speech Recognition -- Automatic Extraction of Prosody for Speaker, Language, Emotion and Speech Recognition -- Modeling and Fusion of Prosody for Speaker, Language, Emotion and Speech Recognition -- Conclusion.

This updated book expands upon prosody for recognition applications of speech processing. It includes importance of prosody for speech processing applications; builds on why prosody needs to be incorporated in speech processing applications; and presents methods for extraction and representation of prosody for applications such as speaker recognition, language recognition and speech recognition. The updated book also includes information on the significance of prosody for emotion recognition and various prosody-based approaches for automatic emotion recognition from speech.

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