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Recognition of Emotion from Speech

Using MFCC and DWT Algorithms and its Fusion

Erschienen am 09.08.2014, 1. Auflage 2014
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Bibliografische Daten
ISBN/EAN: 9783659570056
Sprache: Englisch
Umfang: 76 S.
Format (T/L/B): 0.5 x 22 x 15 cm
Einband: kartoniertes Buch

Beschreibung

Emotion Recognition from Speech aims to determine emotional state of a human being. Having information about users emotional states will improve the human-machine interactions (HMI) and therefore increase the productivity and satisfaction of the users. In this book emotion recognized using the fusion as well as individually for the features like Pitch, Formant Frequency, MFCC and DWT. Most of the previous researchers work was tested on the Standard Databases but for this work Database designed for one of the Indian language, 'MARATHI'. All of the experiments are performed on Marathi Language Database only. This book may contribute emotion recognition applications for Marathi language.

Autorenportrait

Ms. Dipti D. Joshi has received B.E. Electronics and Telecommunication Engineering in 2008 and M.E. EXTC in 2014 from Mumbai University. She has worked over 6 years in Industry and Academics. Her area of interest is speech processing.