Please use this identifier to cite or link to this item: http://hdl.handle.net/20.500.11889/2636
DC FieldValueLanguage
dc.contributor.authorHanani, Abualsoud-
dc.contributor.authorSafavi, Saeid-
dc.contributor.authorRussell, Martin-
dc.contributor.authorJancovic, Peter-
dc.contributor.authorCarey, Michael-
dc.date.accessioned2016-10-15T08:53:21Z-
dc.date.available2016-10-15T08:53:21Z-
dc.date.issued2012-
dc.identifier.urihttp://hdl.handle.net/20.500.11889/2636-
dc.descriptionSafavi,Saed: Russell,Martin ,: Jancovick,Peter: Carey,Michael:en_US
dc.description.abstractThis letter presents an experimental study investigating the effect of frequency sub-bands on regional accent identification (AID) and speaker identification (SID) performance on the ABI-1 corpus. The AID and SID systems are based on Gaussian mixture modeling. The SID experiments show up to 100% accuracy when using the full 11.025 kHz bandwidth. The best AID performance of 60.34% is obtained when using band-pass filtered (0.23–3.4 kHz) speech. The experiments using isolated narrow sub-bands show that the regions (0–0.77 kHz) and (3.40–11.02 kHz) are the most useful for SID, while those in the region (0.34–3.44 kHz) are best for AID. AID experiments are also performed with intersession variability compensation, which provides the biggest performance gain in the (2.23–5.25 kHz) region-
dc.language.isoenen_US
dc.publisherIEEE Journals & Magazinesen_US
dc.subject.lcshEnglish language - Pronunciation - Computer programs-
dc.subject.lcshSpeech recognition-
dc.titleContrasting the effects of different frequency bands on speaker and accent identificationen_US
newfileds.item-access-typeopen_accessen_US
newfileds.general-subjectComputers and Information Technologyen_US
item.fulltextWith Fulltext-
item.grantfulltextopen-
item.languageiso639-1other-
Appears in Collections:Fulltext Publications
Files in This Item:
File Description SizeFormat
9426.pdf369.24 kBAdobe PDFView/Open
Show simple item record

Page view(s)

6
Last Week
0
Last month
2
checked on Feb 25, 2020

Download(s)

1
checked on Feb 25, 2020

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.