I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification

R. Saeidi; K. A. Lee; T. Kinnunen; T. Hasan; B. Fauve; P. M. Bousquet; E. Khoury; P. L. Sordo Martinez; J. M.K. Kua; C. H. You; H. Sun; A. Larcher; P. Rajan; V. Hautamäki; C. Hanilci; B. Braithwaite; R. Gonzales-Hautamäki; S. O. Sadjadi; G. Liu; H. Boril; N. Shokouhi; D. Matrouf; L. El Shafey; P. Mowlaee; J. Epps; T. Thiruvaran; D. A. Van Leeuwen; B. Ma; H. Li; J. H.L. Hansen; J. F. Bonastre; S. Marcel; J. Mason; E. Ambikairajah

I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification

R. Saeidi
, K. A. Lee
, T. Kinnunen
, T. Hasan
, B. Fauve
, P. M. Bousquet
, E. Khoury
, P. L. Sordo Martinez
, J. M.K. Kua
, C. H. You
, H. Sun
, A. Larcher
, P. Rajan
, V. Hautamäki
, C. Hanilci
, B. Braithwaite
, R. Gonzales-Hautamäki
, S. O. Sadjadi
, G. Liu
, H. Boril

N. Shokouhi, D. Matrouf, L. El Shafey, P. Mowlaee, J. Epps, T. Thiruvaran, D. A. Van Leeuwen, B. Ma, H. Li, J. H.L. Hansen, J. F. Bonastre, S. Marcel, J. Mason, E. Ambikairajah

Research output: Journal article publication › Conference article › Academic research › peer-review

71 Citations (Scopus)

Abstract

I4U is a joint entry of nine research Institutes and Universities across 4 continents to NIST SRE 2012. It started with a brief discussion during the Odyssey 2012 workshop in Singapore. An online discussion group was soon set up, providing a discussion platform for different issues surrounding NIST SRE'12. Noisy test segments, uneven multi-session training, variable enrollment duration, and the issue of open-set identification were actively discussed leading to various solutions integrated to the I4U submission. The joint submission and several of its 17 subsystems were among top-performing systems. We summarize the lessons learnt from this large-scale effort.

Original language	English
Pages (from-to)	1986-1990
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Publication status	Published - Aug 2013
Externally published	Yes
Event	14th Annual Conference of the International Speech Communication Association, INTERSPEECH 2013 - Lyon, France Duration: 25 Aug 2013 → 29 Aug 2013

Keywords

I4U
Ivector
NIST SRE 2012
Speaker verification

ASJC Scopus subject areas

Modelling and Simulation
Language and Linguistics
Human-Computer Interaction
Signal Processing
Software

Cite this

Saeidi, R., Lee, K. A., Kinnunen, T., Hasan, T., Fauve, B., Bousquet, P. M., Khoury, E., Sordo Martinez, P. L., Kua, J. M. K., You, C. H., Sun, H., Larcher, A., Rajan, P., Hautamäki, V., Hanilci, C., Braithwaite, B., Gonzales-Hautamäki, R., Sadjadi, S. O., Liu, G., ... Ambikairajah, E. (2013). I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 1986-1990.

@article{defe079f45ec41f6ac46450f4168ae0b,

title = "I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification",

abstract = "I4U is a joint entry of nine research Institutes and Universities across 4 continents to NIST SRE 2012. It started with a brief discussion during the Odyssey 2012 workshop in Singapore. An online discussion group was soon set up, providing a discussion platform for different issues surrounding NIST SRE'12. Noisy test segments, uneven multi-session training, variable enrollment duration, and the issue of open-set identification were actively discussed leading to various solutions integrated to the I4U submission. The joint submission and several of its 17 subsystems were among top-performing systems. We summarize the lessons learnt from this large-scale effort.",

keywords = "I4U, Ivector, NIST SRE 2012, Speaker verification",

author = "R. Saeidi and Lee, \{K. A.\} and T. Kinnunen and T. Hasan and B. Fauve and Bousquet, \{P. M.\} and E. Khoury and \{Sordo Martinez\}, \{P. L.\} and Kua, \{J. M.K.\} and You, \{C. H.\} and H. Sun and A. Larcher and P. Rajan and V. Hautam{\"a}ki and C. Hanilci and B. Braithwaite and R. Gonzales-Hautam{\"a}ki and Sadjadi, \{S. O.\} and G. Liu and H. Boril and N. Shokouhi and D. Matrouf and \{El Shafey\}, L. and P. Mowlaee and J. Epps and T. Thiruvaran and \{Van Leeuwen\}, \{D. A.\} and B. Ma and H. Li and Hansen, \{J. H.L.\} and Bonastre, \{J. F.\} and S. Marcel and J. Mason and E. Ambikairajah",

year = "2013",

month = aug,

language = "English",

pages = "1986--1990",

journal = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

issn = "2308-457X",

publisher = "International Speech Communication Association",

note = "14th Annual Conference of the International Speech Communication Association, INTERSPEECH 2013 ; Conference date: 25-08-2013 Through 29-08-2013",

}

Saeidi, R, Lee, KA, Kinnunen, T, Hasan, T, Fauve, B, Bousquet, PM, Khoury, E, Sordo Martinez, PL, Kua, JMK, You, CH, Sun, H, Larcher, A, Rajan, P, Hautamäki, V, Hanilci, C, Braithwaite, B, Gonzales-Hautamäki, R, Sadjadi, SO, Liu, G, Boril, H, Shokouhi, N, Matrouf, D, El Shafey, L, Mowlaee, P, Epps, J, Thiruvaran, T, Van Leeuwen, DA, Ma, B, Li, H, Hansen, JHL, Bonastre, JF, Marcel, S, Mason, J & Ambikairajah, E 2013, 'I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 1986-1990.

I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification. / Saeidi, R.; Lee, K. A.; Kinnunen, T. et al.
In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 08.2013, p. 1986-1990.

Research output: Journal article publication › Conference article › Academic research › peer-review

TY - JOUR

T1 - I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification

AU - Saeidi, R.

AU - Lee, K. A.

AU - Kinnunen, T.

AU - Hasan, T.

AU - Fauve, B.

AU - Bousquet, P. M.

AU - Khoury, E.

AU - Sordo Martinez, P. L.

AU - Kua, J. M.K.

AU - You, C. H.

AU - Sun, H.

AU - Larcher, A.

AU - Rajan, P.

AU - Hautamäki, V.

AU - Hanilci, C.

AU - Braithwaite, B.

AU - Gonzales-Hautamäki, R.

AU - Sadjadi, S. O.

AU - Liu, G.

AU - Boril, H.

AU - Shokouhi, N.

AU - Matrouf, D.

AU - El Shafey, L.

AU - Mowlaee, P.

AU - Epps, J.

AU - Thiruvaran, T.

AU - Van Leeuwen, D. A.

AU - Ma, B.

AU - Li, H.

AU - Hansen, J. H.L.

AU - Bonastre, J. F.

AU - Marcel, S.

AU - Mason, J.

AU - Ambikairajah, E.

PY - 2013/8

Y1 - 2013/8

N2 - I4U is a joint entry of nine research Institutes and Universities across 4 continents to NIST SRE 2012. It started with a brief discussion during the Odyssey 2012 workshop in Singapore. An online discussion group was soon set up, providing a discussion platform for different issues surrounding NIST SRE'12. Noisy test segments, uneven multi-session training, variable enrollment duration, and the issue of open-set identification were actively discussed leading to various solutions integrated to the I4U submission. The joint submission and several of its 17 subsystems were among top-performing systems. We summarize the lessons learnt from this large-scale effort.

AB - I4U is a joint entry of nine research Institutes and Universities across 4 continents to NIST SRE 2012. It started with a brief discussion during the Odyssey 2012 workshop in Singapore. An online discussion group was soon set up, providing a discussion platform for different issues surrounding NIST SRE'12. Noisy test segments, uneven multi-session training, variable enrollment duration, and the issue of open-set identification were actively discussed leading to various solutions integrated to the I4U submission. The joint submission and several of its 17 subsystems were among top-performing systems. We summarize the lessons learnt from this large-scale effort.

KW - I4U

KW - Ivector

KW - NIST SRE 2012

KW - Speaker verification

UR - https://www.scopus.com/pages/publications/84898068800

M3 - Conference article

AN - SCOPUS:84898068800

SN - 2308-457X

SP - 1986

EP - 1990

JO - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

JF - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

T2 - 14th Annual Conference of the International Speech Communication Association, INTERSPEECH 2013

Y2 - 25 August 2013 through 29 August 2013

ER -

I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification

Abstract

Keywords

ASJC Scopus subject areas

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