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Considering basic emotional state information in speaker verification | IEEE Conference Publication | IEEE Xplore

Considering basic emotional state information in speaker verification


Abstract:

The paper presents speaker verification results for six basic emotional states. The database of emotional speech (six acted states: anger, sadness, happiness, fear, disgu...Show More

Abstract:

The paper presents speaker verification results for six basic emotional states. The database of emotional speech (six acted states: anger, sadness, happiness, fear, disgust, surprise) plus the neutral state were examined with a typical speaker verification system based on MFCC features and GMM classifiers. The obtained results were confronted with the subjective and objective emotion recognition scores. The significant influence of emotion on speaker recognition scores is substantially bigger for emotions with a strong activation factor.
Date of Conference: 03-04 March 2016
Date Added to IEEE Xplore: 09 April 2016
ISBN Information:
Conference Location: Limassol, Cyprus

References

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