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| dc.contributor | Universitat Politècnica de Catalunya. Departament d'Enginyeria Telemàtica |
|---|---|
| dc.contributor | Universitat Politècnica de Catalunya. WNG - Grup de xarxes sense fils |
| dc.contributor.author | Yang, Na |
| dc.contributor.author | Yuan, Jianbo |
| dc.contributor.author | Zhou, Yun |
| dc.contributor.author | Seyfettin Demirkol, Ilker |
| dc.contributor.author | Heinzelman, Wendi |
| dc.contributor.author | Sturge Apple, Melissa L. |
| dc.date | 2014 |
| dc.identifier.citation | Yang, N., Yuan, J., Zhou, Y., Demirkol, I., Heinzelman, W., Sturge-Apple, M. How does noise impact speech-based emotion classification?. A: ACM Conference on Human Factors in Computing Systems. "Designing Speech and Language Interactions Workshop in ACM CHI Conf. on Human Factors in Computing Systems". Toronto: 2014, p. 1-4. |
| dc.identifier.uri | http://hdl.handle.net/2117/104496 |
| dc.language.iso | eng |
| dc.relation | http://www.cs.toronto.edu/dsli2014/submissions/CHI_emotion_CameraReady.pdf |
| dc.rights | info:eu-repo/semantics/openAccess |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació::Processament del senyal::Processament de la parla i del senyal acústic |
| dc.subject | Automatic speech recognition |
| dc.subject | As an essential approach to understanding human interactions |
| dc.subject | emotion classification is a vital component in the design of human-computer interaction (HCI) systems. Speech contains rich information about emotion |
| dc.subject | but the impact of noise on the classification performance is still not well studied |
| dc.subject | especially for applications used in noisy mobile environments. For an emotion classification system using support vector machine with a threshold-based fusion mechanism |
| dc.subject | we study the impact of noisy speech data on the performance of emotion classification for a standard emotion database. |
| dc.subject | Reconeixement automàtic de la parla |
| dc.title | How does noise impact speech-based emotion classification? |
| dc.type | info:eu-repo/semantics/submittedVersion |
| dc.type | info:eu-repo/semantics/conferenceObject |
| dc.description.abstract | |
| dc.description.abstract |
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