3 papers
cs.SE2025
EASELAN: An Open-Source Framework for Multimodal Biosignal Annotation and Data Management
Rathi Adarshi Rammohan, Moritz Meier, Dennis Küster +1
Recent advancements in machine learning and adaptive cognitive systems are driving a growing demand for large and richly annotated multimodal data. A prominent example of this tren…
cs.SD2025
Retain-Free Machine Unlearning for Speech Emotion Recognition
Zhao Ren, Rathi Adarshi Rammohan, Kevin Scheck +3
Speech Emotion Recognition (SER) infers a speaker's emotional state from speech and is increasingly deployed in human-computer interaction, education, and healthcare. Because speec…
cs.SD2025
End-to-end Acoustic-linguistic Emotion and Intent Recognition Enhanced by Semi-supervised Learning
Zhao Ren, Rathi Adarshi Rammohan, Kevin Scheck +2
Emotion and intent recognition from speech is essential and has been widely investigated in human-computer interaction. The rapid development of social media platforms, chatbots, a…