DocumentCode :
702856
Title :
Extraction of pitch, duration and formant frequencies for emotion recognition system
Author :
Khulage, A.A.
Author_Institution :
Cummins college of Engineering, Pune, India
fYear :
2012
fDate :
19-20 Oct. 2012
Firstpage :
7
Lastpage :
9
Abstract :
Analysis of speech for recognition of emotion can be done using important characteristics such as pitch, intensity, vocal tract spectrum, duration, formant frequencies etc. Out of these characteristics, pitch, duration and formant frequencies estimation method are used for identification of angry, disgust, sad, boredom and neutral emotion identification. Analysis of above mentioned characteristics is done using TU-Berlin database (Technical University of Berlin). Pitch is determined using cepstral analysis and formant frequencies are using LPC analysis. Total duration is calculated by the extraction of vowel, semivowel, and consonant containing in that particular speech signal.
Keywords :
LPC; cepstral analysis; duration; formant frequencies; pitch;
fLanguage :
English
Publisher :
iet
Conference_Titel :
Communication and Computing (ARTCom2012), Fourth International Conference on Advances in Recent Technologies in
Conference_Location :
Bangalore, India
Type :
conf
DOI :
10.1049/cp.2012.2482
Filename :
7087751
Link To Document :
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