Description
Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition (2nd Ed., 2nd ed. 2019)
SpringerBriefs in Speech Technology Series
Author: Mary Leena
Language: EnglishSubject for Extraction of Prosody for Automatic Speaker, Language...:
Support: Print on demand
Description
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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.
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.
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