EmoSLLM, a LoRA-fine-tuned 3B LLM with an audio mapper, beats several 7B speech-text LLMs on MSP-Podcast emotion recognition, but only when given the ground-truth transcript at inference.
Alsaad, Yusra Azhar, and Yasser Al Nasser.Depression in Children
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EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition
EmoSLLM, a LoRA-fine-tuned 3B LLM with an audio mapper, beats several 7B speech-text LLMs on MSP-Podcast emotion recognition, but only when given the ground-truth transcript at inference.