3 papers
cs.CL2026
SCoPE: Shift-Aware Speaker-Conditioned Priors for Emotion Recognition in Conversations
Burak Can Kaplan, Stefan Wermter
In conversations, human emotions are transient; however, they tend to persist across multiple utterances. For example, we rarely switch instantly between contrasting emotions such…
cs.CL2025
Large Language Model Data Generation for Enhanced Intent Recognition in German Speech
Theresa Pekarek Rosin, Burak Can Kaplan, Stefan Wermter
Intent recognition (IR) for speech commands is essential for artificial intelligence (AI) assistant systems; however, most existing approaches are limited to short commands and are…
cs.AI2025
Can Large Language Models Generate Effective Datasets for Emotion Recognition in Conversations?
Burak Can Kaplan, Hugo Cesar De Castro Carneiro, Stefan Wermter
Emotion recognition in conversations (ERC) focuses on identifying emotion shifts within interactions, representing a significant step toward advancing machine intelligence. However…