Motivated by the source-filter model of speech production, analysis of emotional speech based on the inverse-filtering method has been extensively conducted. The relative contribution of the glottal source and vocal tract cues to perception of emotions in speech is still unclear, especially after removing the effects of the known dominant factors (e.g., F0, intensity, and duration). In this present study, the glottal source and vocal tract parameters were estimated in a simultaneous manner, modified in a controlled way and then used for resynthesizing emotional Japanese vowels by applying a recently developed analysis-by-synthesis method. The resynthesized emotional vowels were presented to native Japanese listeners with normal hearing for perceptually rating emotions in valence and arousal dimensions. Results showed that glottal source information played a dominant role in perception of emotions in vowels, while vocal tract information contributed to valence and arousal perceptions after neutralizing the effects of F0, intensity, and duration cues.
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August 2018
August 22 2018
Contributions of the glottal source and vocal tract cues to emotional vowel perception in the valence-arousal space
Yongwei Li;
Yongwei Li
a)
1
School of Information Science, Japan Advanced Institute of Science and Technology
, 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
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Junfeng Li;
Junfeng Li
b)
2
Institute of Acoustics, Chinese Academy of Sciences
, 21 North 4th Ring Road, Haidian District, Beijing 100190, People's Republic of China
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Masato Akagi
Masato Akagi
1
School of Information Science, Japan Advanced Institute of Science and Technology
, 1-1 Asahidai, Nomi, Ishikawa 923-1292, Japan
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a)
Electronic mail: [email protected]
b)
Also at: School of Electronic Electrical and Communication Engineering, University of Chinese Academy of Sciences, 19(A) Yuquan Road Shijingshan District, Beijing 100049, People's Republic of China.
J. Acoust. Soc. Am. 144, 908–916 (2018)
Article history
Received:
February 12 2018
Accepted:
August 06 2018
Citation
Yongwei Li, Junfeng Li, Masato Akagi; Contributions of the glottal source and vocal tract cues to emotional vowel perception in the valence-arousal space. J. Acoust. Soc. Am. 1 August 2018; 144 (2): 908–916. https://doi.org/10.1121/1.5051323
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