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

• Κύριος συγγραφέας: Mary, Leena (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 2nd ed. 2019.
• Σειρά: SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
• Θέματα: Signal processing.; Image processing.; Speech processing systems.; Computational linguistics.; Natural language processing (Computer science).; Signal, Image and Speech Processing.; Computational Linguistics.; Natural Language Processing (NLP).
• Φυσική περιγραφή: X, 62 p. 28 illus., 8 illus. in color. online resource.
• ISBN: 9783319911717
• ISSN: 2191-737X
• DOI: 10.1007/978-3-319-91171-7

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.