Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
Title:
Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
ISBN:
9783319911717
Personal Author:
Edition:
2nd ed. 2019.
Publication Information New:
Cham : Springer International Publishing : Imprint: Springer, 2019.
Physical Description:
X, 62 p. 28 illus., 8 illus. in color. online resource.
Series:
SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Contents:
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.
Abstract:
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.
Added Corporate Author:
Electronic Access:
Full Text Available From Springer Nature Engineering 2019 Packages
Language:
English