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Conference Paper: Effect of temporal fine structure on speech intelligibility modeling
Title | Effect of temporal fine structure on speech intelligibility modeling |
---|---|
Authors | |
Keywords | Correlation analysis Hearing-impaired listeners Intelligibility predictions Intelligibility scores Speech perception Temporal fine structure |
Issue Date | 2013 |
Publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://www.ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000269 |
Citation | The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Osaka, Japan, 3-7 July 2013. In IEEE Engineering in Medicine and Biology Society. Conference Proceedings, 2013, p. 4199-4202 How to Cite? |
Abstract | Temporal fine structure (TFS) carries important information for the speech perception of hearing-impaired listeners and for the design of novel prosthetic hearing devices. This study assessed the performance of present intelligibility indices for predicting the intelligibility of speech containing different amount of TFS information. Speech intelligibility data was collected from vocoded and wideband Mandarin sentences containing little/partial and intact TFS information, respectively, and was then subjected to the correlation analysis with existing intelligibility indices. It was found that, though performing well in predicting the intelligibility of vocoded or wideband speech separately, present intelligibility indices were not highly correlated with the intelligibility scores when a general function was used to map all intelligibility measures to intelligibility scores. Analysis further showed that the intelligibility prediction power could be significantly improved when multiple condition-dependent functions were used for mapping intelligibility measures to intelligibility scores. © 2013 IEEE. |
Persistent Identifier | http://hdl.handle.net/10722/185164 |
ISBN | |
ISSN | 2020 SCImago Journal Rankings: 0.282 |
DC Field | Value | Language |
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dc.contributor.author | Chen, F | en_US |
dc.contributor.author | Guan, T | en_US |
dc.contributor.author | Wong, LLN | en_US |
dc.date.accessioned | 2013-07-15T10:35:44Z | - |
dc.date.available | 2013-07-15T10:35:44Z | - |
dc.date.issued | 2013 | en_US |
dc.identifier.citation | The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Osaka, Japan, 3-7 July 2013. In IEEE Engineering in Medicine and Biology Society. Conference Proceedings, 2013, p. 4199-4202 | en_US |
dc.identifier.isbn | 978-1-4577-0216-7 | - |
dc.identifier.issn | 1557-170X | - |
dc.identifier.uri | http://hdl.handle.net/10722/185164 | - |
dc.description.abstract | Temporal fine structure (TFS) carries important information for the speech perception of hearing-impaired listeners and for the design of novel prosthetic hearing devices. This study assessed the performance of present intelligibility indices for predicting the intelligibility of speech containing different amount of TFS information. Speech intelligibility data was collected from vocoded and wideband Mandarin sentences containing little/partial and intact TFS information, respectively, and was then subjected to the correlation analysis with existing intelligibility indices. It was found that, though performing well in predicting the intelligibility of vocoded or wideband speech separately, present intelligibility indices were not highly correlated with the intelligibility scores when a general function was used to map all intelligibility measures to intelligibility scores. Analysis further showed that the intelligibility prediction power could be significantly improved when multiple condition-dependent functions were used for mapping intelligibility measures to intelligibility scores. © 2013 IEEE. | - |
dc.language | eng | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://www.ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000269 | - |
dc.relation.ispartof | IEEE Engineering in Medicine and Biology Society. Conference Proceedings | en_US |
dc.subject | Correlation analysis | - |
dc.subject | Hearing-impaired listeners | - |
dc.subject | Intelligibility predictions | - |
dc.subject | Intelligibility scores | - |
dc.subject | Speech perception | - |
dc.subject | Temporal fine structure | - |
dc.title | Effect of temporal fine structure on speech intelligibility modeling | en_US |
dc.type | Conference_Paper | en_US |
dc.identifier.email | Chen, F: feichen1@hku.hk | en_US |
dc.identifier.email | Wong, LLN: llnwong@hku.hk | en_US |
dc.identifier.authority | Chen, F=rp01593 | en_US |
dc.identifier.authority | Wong, LLN=rp00975 | en_US |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/EMBC.2013.6610471 | - |
dc.identifier.scopus | eid_2-s2.0-84886559508 | - |
dc.identifier.hkuros | 216058 | en_US |
dc.identifier.spage | 4199 | en_US |
dc.identifier.epage | 4202 | en_US |
dc.publisher.place | United States | - |
dc.identifier.scopusauthorid | eid_2-s2.0-84886559508 | - |
dc.customcontrol.immutable | sml 140307 | - |
dc.identifier.issnl | 1557-170X | - |