no code implementations • 23 Jan 2024 • Chenyang Gao, Brecht Desplanques, Chelsea J. -T. Ju, Aman Chadha, Andreas Stolcke
Automated speaker identification (SID) is a crucial step for the personalization of a wide range of speech-enabled services.
no code implementations • 18 Oct 2021 • Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
This paper contains a post-challenge performance analysis on cross-lingual speaker verification of the IDLab submission to the VoxCeleb Speaker Recognition Challenge 2021 (VoxSRC-21).
no code implementations • 9 Sep 2021 • Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
The final system fusion with two ECAPA CNN-TDNNs and three SE-ResNets enhanced with frequency positional information achieved a third place on the VoxSRC-21 leaderboard for both track 1 and 2 with a minDCF of 0. 1291 and 0. 1313 respectively.
no code implementations • 2 Aug 2021 • Siyuan Song, Brecht Desplanques, Celest De Moor, Kris Demuynck, Nilesh Madhu
We show that the use of noise-floor features is complementary to multi-condition training in which foreground speech is added to training signal to reduce the mismatch between training and testing conditions.
no code implementations • 6 Apr 2021 • Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
These learnable feature map biases along the frequency axis offer this architecture a straightforward way to exploit frequency positional information.
no code implementations • 3 Apr 2021 • Nauman Dawalatabad, Mirco Ravanelli, François Grondin, Jenthe Thienpondt, Brecht Desplanques, Hwidong Na
Learning robust speaker embeddings is a crucial step in speaker diarization.
no code implementations • 15 Jul 2020 • Jenthe Thienpondt, Brecht Desplanques, Kris Demuynck
In this paper we describe the top-scoring IDLab submission for the text-independent task of the Short-duration Speaker Verification (SdSV) Challenge 2020.