Investigating Acoustic Cues of Emotional Valence in Mandarin Speech Prosody - A Corpus Approach

被引:0
|
作者
Li, Junlin [1 ]
Huang, Chu-Ren [1 ]
机构
[1] Hong Kong Polytech Univ, Kowloon, HKG, Hong Kong, Peoples R China
来源
关键词
Emotion; Prosody; Emotional Valence; Size-projection; VOCAL EXPRESSION; COMMUNICATION; RECOGNITION;
D O I
10.1007/978-981-97-0586-3_25
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The impact of emotion on prosody in the context of speech communication has yielded inconclusive results when it comes to the prosodic patterns associated with high-arousal emotions of different emotional valences, such as "Happy" and "Anger". To clarify the existing ambiguity, this study utilized an emotional speech database to examine prosodic metrics of multi-word verbal speech. The findings suggest that tempo is more of a reliable measure than pitch in conveying emotional valance. The syllables towards the end of a sentence are the most crucial in conveying valence or size projection, while non-final syllables provide a limited indication of valence or size projection.
引用
收藏
页码:316 / 330
页数:15
相关论文
共 33 条
  • [1] Prosody-dependent Acoustic Modeling for Mandarin Speech Recognition
    Chiu, Tzu-Hsuan
    Chiang, Chen-Yu
    Liao, Yuan-Fu
    Yang, Jyh-Her
    Wang, Yih-Ru
    Chen, Sin-Horng
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON SPEECH PROSODY, VOLS I AND II, 2012, : 139 - 142
  • [2] Emotional speech processing: Disentangling the effects of prosody and semantic cues
    Pell, Marc D.
    Jaywant, Abhishek
    Monetta, Laura
    Kotz, Sonja A.
    [J]. COGNITION & EMOTION, 2011, 25 (05) : 834 - 853
  • [3] Ageing impact on acoustic correlates of speech emotional prosody
    Dmitrieva, E.
    Gelman, V
    Zaitseva, K.
    Orlov, A.
    [J]. PSYCHOLOGY & HEALTH, 2009, 24 : 158 - 159
  • [4] An Investigation on the Mandarin Prosody of a Parallel Multi-Speaking Rate Speech Corpus
    Chiang, Chen-Yu
    Tang, Cheng-Chang
    Yu, Hsiu-Min
    Wang, Yih-Ru
    Chen, Sin-Horng
    [J]. ORIENTAL COCOSDA 2009 - INTERNATIONAL CONFERENCE ON SPEECH DATABASE AND ASSESSMENTS, 2009, : 148 - +
  • [5] Prosodic and Acoustic Features of Emotional Speech in Taiwan Mandarin
    Lin, Hsin-Yi
    Fon, Janice
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON SPEECH PROSODY, VOLS I AND II, 2012, : 450 - 453
  • [6] A New Approach of Speaking Rate Modeling for Mandarin Speech Prosody
    Hsieh, Chiao-Hua
    Chiang, Chen-Yu
    Wang, Yih-Ru
    Yu, Hsiu-Min
    Chen, Sin-Horng
    [J]. 13TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2012 (INTERSPEECH 2012), VOLS 1-3, 2012, : 654 - 657
  • [7] Prosody Conversion for Emotional Mandarin Speech Synthesis Using the Tone Nucleus Model
    Wen, Miaomiao
    Wang, Miaomiao
    Hirose, Keikichi
    Minematsu, Nobuaki
    [J]. 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 2808 - +
  • [8] Prosody conveys speakers' intentions: acoustic cues for speech act perception
    Hellbernd, Nele
    Sammler, Daniela
    [J]. COGNITIVE PROCESSING, 2014, 15 (01) : S46 - S46
  • [9] Prosody in speech to infants: Direct and indirect acoustic cues to syntactic structure
    Fisher, C
    Tokura, H
    [J]. SIGNAL TO SYNTAX: BOOTSTRAPPING FROM SPEECH TO GRAMMAR IN EARLY ACQUISITION, 1996, : 343 - 363
  • [10] Prosody and emotions: acoustic data, speech rate and perception of an acted corpus
    Martinez, Hernan
    Rojas, Darcy
    [J]. LENGUA Y HABLA, 2011, 15 : 59 - 72