The corpus preparation and effective feature representation of emotional speech

Chih-Hsien Huang, Cheng Hung Tsai, Bo Yi Li

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we presented the corpus collection procedure and proposed the effective feature representation. We collected the emotional speech from 50 male and 50 female speakers and the corresponding statistics of the corpus was also demonstrated. The emotional speech corpus was further processed manually for the feature extraction and classification experiments. After introducing the feature generation techniques, PCA and LDA, the effective features representation for emotional speech is discussed. A further correlation analysis between the extracted features and the classes and classification experiments would be conducted to enhance the classification performance in the future.

Original languageEnglish
Title of host publication2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
Pages128-131
Number of pages4
DOIs
Publication statusPublished - 2009 Dec 1
Event2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 - Kaohsiung, Taiwan
Duration: 2009 Dec 72009 Dec 9

Publication series

Name2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009

Other

Other2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009
CountryTaiwan
CityKaohsiung
Period09-12-0709-12-09

Fingerprint

Feature extraction
Experiments
Statistics

All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Computer Networks and Communications
  • Software

Cite this

Huang, C-H., Tsai, C. H., & Li, B. Y. (2009). The corpus preparation and effective feature representation of emotional speech. In 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009 (pp. 128-131). [5412422] (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009). https://doi.org/10.1109/ICICIC.2009.350
Huang, Chih-Hsien ; Tsai, Cheng Hung ; Li, Bo Yi. / The corpus preparation and effective feature representation of emotional speech. 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009. 2009. pp. 128-131 (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009).
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Huang, C-H, Tsai, CH & Li, BY 2009, The corpus preparation and effective feature representation of emotional speech. in 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009., 5412422, 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009, pp. 128-131, 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009, Kaohsiung, Taiwan, 09-12-07. https://doi.org/10.1109/ICICIC.2009.350

The corpus preparation and effective feature representation of emotional speech. / Huang, Chih-Hsien; Tsai, Cheng Hung; Li, Bo Yi.

2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009. 2009. p. 128-131 5412422 (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Huang C-H, Tsai CH, Li BY. The corpus preparation and effective feature representation of emotional speech. In 2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009. 2009. p. 128-131. 5412422. (2009 4th International Conference on Innovative Computing, Information and Control, ICICIC 2009). https://doi.org/10.1109/ICICIC.2009.350