Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
Titre:
Extraction of Prosody for Automatic Speaker, Language, Emotion and Speech Recognition
ISBN (Numéro international normalisé des livres):
9783319911717
Auteur personnel:
Edition:
2nd ed. 2019.
PRODUCTION_INFO:
Cham : Springer International Publishing : Imprint: Springer, 2019.
Description physique:
X, 62 p. 28 illus., 8 illus. in color. online resource.
Collections:
SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Table des matières:
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.
Extrait:
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.
Auteur collectif ajouté:
Accès électronique:
Full Text Available From Springer Nature Engineering 2019 Packages
Langue:
Anglais