• Title/Summary/Keyword: Emotional Acoustic Cues

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How to Express Emotion: Role of Prosody and Voice Quality Parameters (감정 표현 방법: 운율과 음질의 역할)

  • Lee, Sang-Min;Lee, Ho-Joon
    • Journal of the Korea Society of Computer and Information
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    • v.19 no.11
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    • pp.159-166
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    • 2014
  • In this paper, we examine the role of emotional acoustic cues including both prosody and voice quality parameters for the modification of a word sense. For the extraction of prosody parameters and voice quality parameters, we used 60 pieces of speech data spoken by six speakers with five different emotional states. We analyzed eight different emotional acoustic cues, and used a discriminant analysis technique in order to find the dominant sequence of acoustic cues. As a result, we found that anger has a close relation with intensity level and 2nd formant bandwidth range; joy has a relative relation with the position of 2nd and 3rd formant values and intensity level; sadness has a strong relation only with prosody cues such as intensity level and pitch level; and fear has a relation with pitch level and 2nd formant value with its bandwidth range. These findings can be used as the guideline for find-tuning an emotional spoken language generation system, because these distinct sequences of acoustic cues reveal the subtle characteristics of each emotional state.