Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition [electronic resource] / by Leena Mary.
By: Mary, Leena [author.]
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Contributor(s): SpringerLink (Online service).
Material type: 
BookSeries: SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning: Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 2nd ed. 2019.Description: X, 62 p. 28 illus., 8 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319911717.Subject(s): Signal processing | Computational linguistics | Natural language processing (Computer science) | Signal, Speech and Image Processing | Computational Linguistics | Natural Language Processing (NLP)Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.382 Online resources: Click here to access online 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.
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.
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