3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.SD2024
The Effect of Batch Size on Contrastive Self-Supervised Speech Representation Learning
Nik Vaessen, David A. van Leeuwen
Foundation models in speech are often trained using many GPUs, which implicitly leads to large effective batch sizes. In this paper we study the effect of batch size on pre-trainin…
eess.AS2023★ 3 cited
Speaker and Language Change Detection using Wav2vec2 and Whisper
Tijn Berns, Nik Vaessen, David A. van Leeuwen
We investigate recent transformer networks pre-trained for automatic speech recognition for their ability to detect speaker and language changes in speech. We do this by simply add…
cs.SD2023
Towards multi-task learning of speech and speaker recognition
Nik Vaessen, David A. van Leeuwen
We study multi-task learning for two orthogonal speech technology tasks: speech and speaker recognition. We use wav2vec2 as a base architecture with two task-specific output heads.…