1 citations · 1 across the 3 of their papers we have counts for
4 papers
Finding Emotions Where They Belong: Rethinking Audio Emotion Recognition through Masked Temporal Affective Grounding
Abdelrahman Mohamed, Lars Kai Hansen, Zheng-Hua Tan
Audio emotion recognition (AER) typically assigns a single label to an entire recording, leaving the temporal scope of that label ambiguous when multiple speakers and affective eve…
Missing-Data-Induced Phase Transitions in Spectral Partial Least Squares
Anders Gjølbye, Ida Kargaard, Emma Kargaard +3
Spectral partial least squares (PLS-SVD) estimates the directions shared by two views of the same samples. We analyze it using a rank-one regression model, with entries of both vie…
Danoliteracy of Generative Large Language Models
Søren Vejlgaard Holm, Lars Kai Hansen, Martin Carsten Nielsen
The language technology moonshot moment of Generative Large Language Models (GLLMs) was not limited to English: These models brought a surge of technological applications, investme…
BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization
Gustav Wagner Zakarias, Lars Kai Hansen, Zheng-Hua Tan
Models initialized from self-supervised pretraining may suffer from poor alignment with downstream tasks, reducing the extent to which subsequent fine-tuning can adapt pretrained f…