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

Mary, Leena.

Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition by Leena Mary. - 2nd ed. 2019. - 1 recurso en línea (X, 62 páginas) 28 ilustraciones, 8 ilustraciones a color - Engineering (Springer-11647) SpringerBriefs in Speech Technology Studies in Speech Signal Processing Natural Language Understanding and Machine Learning 2191-737X .

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.

9783319911717

10.1007/978-3-319-91171-7 doi


Proceso en lenguaje natural (Informática)
Reconocimiento automático del lenguaje

QA76.9.N38 / 2019 EB