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Hits 1 – 7 of 7
1
INTRA-CLASS COVARIANCE ADAPTATION IN PLDA BACK-ENDS FOR SPEAKER VERIFICATION
Madikeri, Srikanth
;
Ferras, Marc
;
Motlicek, Petr
...
In: http://infoscience.epfl.ch/record/233576 (2017)
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2
Template-matching for text-dependent speaker verification
Motlicek, Petr
;
Madikeri, Srikanth
;
Dey, Subhadeep
...
In: http://infoscience.epfl.ch/record/229971 (2017)
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3
System fusion and speaker linking for longitudinal diarization of TV shows
Ferras, Marc
;
Madikeri, Srikanth
;
Motlicek, Petr
;
Bourlard, Hervé
In: http://infoscience.epfl.ch/record/218462 (2016)
Abstract:
Performing speaker diarization while uniquely identifying the speakers in a collection of audio recordings is a challenging task. Based on our previous work on speaker diarization and linking, we developed a system for diarizing longitudinal TV show data sets based on the fusion of speaker diarization system outputs and speaker linking. Agreement between multiple diarization outputs is found prior to speaker linking, largely reducing the diarization error rate at the expense of keeping some speech data unlabelled. To deal with noisy clusters, a linear prediction based technique was used to label speakers after linking. Considerable gains for both fusion and labelling are reported. Despite the challenges of the longitudinal diarization task, this system obtained similar performance for linked and non-linked tasks under moderate session variability, highlighting the viability of a linking approach to longitudinal diarization of speech in the presence of noise, music and special audio effects.
URL:
http://infoscience.epfl.ch/record/218462
https://doi.org/10.1109/ICASSP.2016.7472728
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4
Exploiting sequence information for text-dependent Speaker Verification
Dey, Subhadeep
;
Motlicek, Petr
;
Madikeri, Srikanth
...
In: http://infoscience.epfl.ch/record/223747 (2016)
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5
Comparison of speaker adaptation methods as feature extraction for SVM-based speaker recognition
Ferras, Marc
;
Leung, Cheung-Chi
;
Barras, Claude
...
In:
Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst.
18 (2010) 6, 1366-1378
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6
Comparing Prosodic Models for Speaker Recognition
Leung, Cheung-Chi
;
Ferràs, Marc
;
Barras, Claude
...
In: Interspeech 2008 ; https://hal.archives-ouvertes.fr/hal-01690268 ; Interspeech 2008, Sep 2008, Brisbane, Australia (2008)
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7
MLLR Techniques for Speaker Recognition
Ferràs, Marc
;
Leung, Cheung,
;
Barras, Claude
...
In: Odyssey 2008: The Speaker and Language Recognition Workshop ; https://hal.archives-ouvertes.fr/hal-01690275 ; Odyssey 2008: The Speaker and Language Recognition Workshop, Jan 2008, Stellenbosch, South Africa (2008)
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