BUT VOiCES 2019 System Description

July 13, 2019 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Hossein Zeinali, Pavel MatΔ›jka, Ladislav MoΕ‘ner, OldΕ™ich Plchot, Anna Silnova, OndΕ™ej NovotnΓ½, JΓ‘n Profant, OndΕ™ej Glembek, LukΓ‘Ε‘ Burget arXiv ID 1907.06112 Category eess.AS: Audio & Speech Cross-listed cs.CL, cs.SD Citations 2 Venue arXiv.org Last Checked 3 months ago
Abstract
This is a description of our effort in VOiCES 2019 Speaker Recognition challenge. All systems in the fixed condition are based on the x-vector paradigm with different features and DNN topologies. The single best system reaches 1.2% EER and a fusion of 3 systems yields 1.0% EER, which is 15% relative improvement. The open condition allowed us to use external data which we did for the PLDA adaptation and achieved less than ~10% relative improvement. In the submission to open condition, we used 3 x-vector systems and also one i-vector based system.
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