Neuerscheinungen 2011Stand: 2020-01-07 |
Schnellsuche
ISBN/Stichwort/Autor
|
Herderstraße 10 10625 Berlin Tel.: 030 315 714 16 Fax 030 315 714 14 info@buchspektrum.de |
Thurid Vogt
Real-time automatic emotion recognition from speech
The recognition of emotions from speech in view of real-time applications
2011. 220 S. 220 mm
Verlag/Jahr: SÜDWESTDEUTSCHER VERLAG FÜR HOCHSCHULSCHRIFTEN 2011
ISBN: 3-8381-2545-2 (3838125452)
Neue ISBN: 978-3-8381-2545-9 (9783838125459)
Preis und Lieferzeit: Bitte klicken
Recently, the importance of reacting to the emotional state of a user has been generally accepted in the field of human-computer interaction and especially speech has received increased focus as a modality from which to automatically deduct information on emotion. So far, mainly not very application-oriented offline studies based on previously recorded and annotated databases with emotional speech were conducted. However, demands of online analysis differ from that of offline analysis, in particular, conditions are more challenging and less predictable. Therefore, this book investigates real-time automatic emotion recognition from acoustic features of speech in several experiments for suitable audio segmenation, feature extraction and classification algorithms. Results lead to the implementation of the Open Source online emotion recognition framework EmoVoice. A further emphasis was set on multimodality and the use of speech emotion recognition in applications.
Dr.-ing. Thurid Vogt received the diploma and the Ph. D. inComputer Science from Bielefeld University in 2002 and 2010 resp.During that time, she visited Dublin City University and alsoworked for several EU projects at the University of Augsburg.Currently, she is employed as a software developer at BMW AG, Munich.