Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition

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...

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Bibliographic Details
Main Author: Mary, Leena (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2019.
Imprint: Springer,
Edition:2nd ed. 2019.
Series:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Subjects:
Signal processing.
Computational linguistics.
Natural language processing (Computer science).
Signal, Speech and Image Processing.
Computational Linguistics.
Natural Language Processing (NLP).
Online Access:Full-text access
Description
Summary: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.
Physical Description:X, 62 p. 28 illus., 8 illus. in color. online resource.
ISBN:9783319911717
ISSN:2191-7388
DOI:10.1007/978-3-319-91171-7

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