[HTML][HTML] Leveraging sensory knowledge into Text-to-Text Transfer Transformer for enhanced emotion analysis

Q Zhao, Y Xia, Y Long, G Xu, J Wang - Information Processing & …, 2025 - Elsevier
This study proposes an innovative model (ie, SensoryT5), which integrates sensory
knowledge into the T5 (Text-to-Text Transfer Transformer) framework for emotion …

Model-driven heart rate estimation and heart murmur detection based on phonocardiogram

J Nie, R Liu, B Mahasseni… - 2024 IEEE 34th …, 2024 - ieeexplore.ieee.org
Acoustic signals are crucial for health monitoring, particularly heart sounds which provide
essential data like heart rate and detect cardiac anomalies such as murmurs. This study …

Pre-Trained Foundation Model representations to uncover Breathing patterns in Speech

V Mitra, A Chatterjee, K Zhai, H Weng, A Hill… - arXiv preprint arXiv …, 2024 - arxiv.org
The process of human speech production involves coordinated respiratory action to elicit
acoustic speech signals. Typically, speech is produced when air is forced from the lungs and …