Emotion recognition using multi-parameter speech feature classification

• Published in: 2015 International Conference on Computers, Communications, and Systems (ICCCS) pp. 217 - 222
• Main Authors: Poorna, S. S., Jeevitha, C. Y., Nair, Shyama Jayan, Santhosh, Sini, Nair, G. J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2015
• Subjects: Cepstral analysis; cepstrum; Emotion; Emotion recognition; Feature extraction; hybrid rule based K-mean clustering; pitch; prosody; quefrency; Speech; Speech recognition; Support vector machines; SVM; Two dimensional displays

Speech emotion recognition is basically extraction and identification of emotion from a speech signal. Speech data, corresponding to various emotions as happiness, sadness and anger, was recorded from 30 subjects. A local database called Amritaemo was created with 300 samples of speech waveforms cor...