ISCA Archive ICSLP 2000
ISCA Archive ICSLP 2000

A study on emotional feature recognition in speech

Li Zhao, Wei Lu, Ye Jiang, Zhenyang Wu

This paper analysis the feature of the time amplitude pitch and formant construction involved such four emotions as happiness anger surprise and sorrow. Through comparison with non-emotional speech signal, we sum up the distribution law of emotional feature including different emotional speech. Nine emotional features were extracted from emotional speech for recognizing emotion. We introduce three emotional recognition methods based on principal component analysis and the results show that these method can provide an effective solution to emotional recognition.


Cite as: Zhao, L., Lu, W., Jiang, Y., Wu, Z. (2000) A study on emotional feature recognition in speech. Proc. 6th International Conference on Spoken Language Processing (ICSLP 2000), vol. 3, 961-964

@inproceedings{zhao00e_icslp,
  author={Li Zhao and Wei Lu and Ye Jiang and Zhenyang Wu},
  title={{A study on emotional feature recognition in speech}},
  year=2000,
  booktitle={Proc. 6th International Conference on Spoken Language Processing (ICSLP 2000)},
  pages={vol. 3, 961-964}
}