From Generative to Discriminative: Lightweight Adaptation of SpeechLLMs for Multimodal Emotion Recognition.

arXiv:2609.20081v2 Announce Type: replace-cross Abstract: SpeechLLMs can recognise emotion by generating a label token, but this approach relies on the LLM's existing output representations. We compare this generative approach with a discriminative alternative