Speaker and Language Change Detection using Wav2vec2 and Whisper

no code implementations • 18 Feb 2023 • 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.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Going Grayscale: The Road to Understanding and Improving Unlearnable Examples

1 code implementation • 25 Nov 2021 • Zhuoran Liu, Zhengyu Zhao, Alex Kolmus, Tijn Berns, Twan van Laarhoven, Tom Heskes, Martha Larson

Recent work has shown that imperceptible perturbations can be applied to craft unlearnable examples (ULEs), i. e. images whose content cannot be used to improve a classifier during training.