Overview
- Fully updated coverage of prosody from the speech processing perspective
- Features new applications for prosody for speech processing and how to incorporate them
- Provides newly discovered techniques for modeling and fusion of prosody for speaker, language, emotion and speech recognition
Part of the book series: SpringerBriefs in Speech Technology (BRIEFSSPEECHTECH)
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Table of contents (3 chapters)
Keywords
About this book
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.
Authors and Affiliations
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Bibliographic Information
Book Title: Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
Authors: Leena Mary
Series Title: SpringerBriefs in Speech Technology
DOI: https://doi.org/10.1007/978-3-319-91171-7
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Author(s), under exclusive licence to Springer International Publishing AG, part of Springer Nature 2019
Softcover ISBN: 978-3-319-91170-0Published: 11 August 2018
eBook ISBN: 978-3-319-91171-7Published: 02 August 2018
Series ISSN: 2191-737X
Series E-ISSN: 2191-7388
Edition Number: 2
Number of Pages: X, 62
Number of Illustrations: 20 b/w illustrations, 8 illustrations in colour
Topics: Signal, Image and Speech Processing, Computational Linguistics, Natural Language Processing (NLP)