dc.contributor.author |
Kleynhans, NT
|
|
dc.contributor.author |
Barnard, E
|
|
dc.date.accessioned |
2012-02-23T08:31:58Z |
|
dc.date.available |
2012-02-23T08:31:58Z |
|
dc.date.issued |
2005-11 |
|
dc.identifier.citation |
Kleynhans, NT and Barnard, E. Language dependence in multilingual speaker verification. Sixteenth Annual Symposium of the Pattern Recognition Association of South Africa, Langebaan, South Africa, 23-25 November 2005 |
en_US |
dc.identifier.isbn |
0-7992-2264-X |
|
dc.identifier.uri |
http://www.prasa.org/proceedings/2005/prasa05-18.pdf
|
|
dc.identifier.uri |
http://hdl.handle.net/10204/5591
|
|
dc.description |
Sixteenth Annual Symposium of the Pattern Recognition Association of South Africa, Langebaan, South Africa, 23-25 November 2005 |
en_US |
dc.description.abstract |
An investigation into the performance of current speaker verification technology within a multilingual context is presented. Using the Oregon Graduate Institute (OGI) Multi-Language Telephone Speech Corpus (MLTS) database, the authors found that the performance of textindependent speaker verification depends fairly strongly on the language being spoken, with equal error rates differing by more than a factor of three between the best and worst performing languages. It was also found that training language-specific universal background models, to normalize speakers' scores, gives better results than both language-independent background models and background models derived from relevant language families. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
PRASA |
en_US |
dc.subject |
Speaker verification |
en_US |
dc.subject |
UBMs |
en_US |
dc.subject |
Language differences |
en_US |
dc.subject |
OGI MLTS |
en_US |
dc.title |
Language dependence in multilingual speaker verification |
en_US |
dc.type |
Conference Presentation |
en_US |
dc.identifier.apacitation |
Kleynhans, N., & Barnard, E. (2005). Language dependence in multilingual speaker verification. PRASA. http://hdl.handle.net/10204/5591 |
en_ZA |
dc.identifier.chicagocitation |
Kleynhans, NT, and E Barnard. "Language dependence in multilingual speaker verification." (2005): http://hdl.handle.net/10204/5591 |
en_ZA |
dc.identifier.vancouvercitation |
Kleynhans N, Barnard E, Language dependence in multilingual speaker verification; PRASA; 2005. http://hdl.handle.net/10204/5591 . |
en_ZA |
dc.identifier.ris |
TY - Conference Presentation
AU - Kleynhans, NT
AU - Barnard, E
AB - An investigation into the performance of current speaker verification technology within a multilingual context is presented. Using the Oregon Graduate Institute (OGI) Multi-Language Telephone Speech Corpus (MLTS) database, the authors found that the performance of textindependent speaker verification depends fairly strongly on the language being spoken, with equal error rates differing by more than a factor of three between the best and worst performing languages. It was also found that training language-specific universal background models, to normalize speakers' scores, gives better results than both language-independent background models and background models derived from relevant language families.
DA - 2005-11
DB - ResearchSpace
DP - CSIR
KW - Speaker verification
KW - UBMs
KW - Language differences
KW - OGI MLTS
LK - https://researchspace.csir.co.za
PY - 2005
SM - 0-7992-2264-X
T1 - Language dependence in multilingual speaker verification
TI - Language dependence in multilingual speaker verification
UR - http://hdl.handle.net/10204/5591
ER -
|
en_ZA |