100 citations · 114 across the 7 of their papers we have counts for
3 papers · 1 filter
Beyond Neural-on-Neural Approaches to Speaker Gender Protection
Loes van Bemmel, Zhuoran Liu, Nik Vaessen +1
Recent research has proposed approaches that modify speech to defend against gender inference attacks. The goal of these protection algorithms is to control the availability of inf…
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…
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.…