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

2. Auflage 2019
ISBN: 978-3-319-91170-0
Verlag: Springer International Publishing

Buch, Englisch, 62 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 125 g

Reihe: SpringerBriefs in Speech Technology

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.

Zielgruppe

Research

Autoren/Hrsg.

Mary, Leena

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Geisteswissenschaften Sprachwissenschaft Phonetik, Phonologie, Prosodie

Inhaltsverzeichnis

Introduction.- Signi?cance 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.

Über Autor(innen)

Dr. Leena Mary is with Department of Technical Education, Government of Kerala, India. Currently she works as a Professor at Department of Electronics and Communication Engineering, Government Engineering College Idukki. Her Research interests include speech processing, image processing and machine learning. She is the author of Extraction and Representation of Prosody for Speaker, Speech and Language Recognition (Springer 2012).