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 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.

Inhaltsverzeichnis

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.

Über den Autor / die Autorin

Dr. Leena Mary is with Department of Technical Education, Government of Kerala, India. Currently she works as  a Professor at Department of Electronics and Communication Engineering, Government Engineering College Idukki. Her Research interests include speech processing, image processing  and machine learning.  She is the author of Extraction and Representation of Prosody for Speaker, Speech and Language Recognition (Springer 2012).

Zusammenfassung

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.

Produktdetails

• Autoren: Leena Mary
• Verlag: Springer, Berlin
• Sprache: Englisch
• Produktform: Taschenbuch
• Erschienen: 01.01.2018
• EAN: 9783319911700
• ISBN: 978-3-31-991170-0
• Seiten: 62
• Abmessung: 156 mm x 237 mm x 5 mm
• Gewicht: 134 g
• Illustration: X, 62 p. 28 illus., 8 illus. in color.
• Serien: SpringerBriefs in Speech Technology; SpringerBriefs in Electrical and Computer Engineering; SpringerBriefs in Electrical and Computer Engineering; SpringerBriefs in Speech Technology
• Themen: Naturwissenschaften, Medizin, Informatik, Technik > Technik > Elektronik, Elektrotechnik, Nachrichtentechnik; C, Natürliche Sprachen und maschinelle Übersetzung, engineering, Signal, Image and Speech Processing, Signal Processing, Speech processing systems, Digital and Analog Signal Processing, Image processing, Computational Linguistics, Natural language & machine translation, Natural Language Processing (NLP), Natural language processing (Computer science)