4 papers
Evaluation of Deep Audio Representations for Hearables
Fabian Gröger, Pascal Baumann, Ludovic Amruthalingam +3
Effectively steering hearable devices requires understanding the acoustic environment around the user. In the computational analysis of sound scenes, foundation models have emerged…
Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring
Adrian Willi, Pascal Baumann, Sophie Erb +3
Real-time bioaerosol monitoring is improving the quality of life for people affected by allergies, but it often relies on deep-learning models which pose challenges for widespread…
Assessing Guest Nationality Composition from Hotel Reviews
Fabian Gröger, Marc Pouly, Flavia Tinner +1
Many hotels target guest acquisition efforts to specific markets in order to best anticipate individual preferences and needs of their guests. Likewise, such strategic positioning…
Robust T-Loss for Medical Image Segmentation
Alvaro Gonzalez-Jimenez, Simone Lionetti, Philippe Gottfrois +3
This paper presents a new robust loss function, the T-Loss, for medical image segmentation. The proposed loss is based on the negative log-likelihood of the Student-t distribution…