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Speech Emotion Captioning on EMOSpeech (test)

71.95SIMSECap + STMIL + SCCL
63.6365.7967.9570.11Jan 14, 2026

Evaluation results

MethodLinks
SECap + STMIL + SCCLEncoder=HuBERT, Decoder=Chinese-LLaMA2-7B2026.0171.95
SLAM-LLMEncoder=emotion2vec, Decoder=Vicuna-v1.5-7B2026.0171.1
SECap + STMILEncoder=HuBERT, Decoder=Chinese-LLaMA2-7B2026.0168.75
SECapEncoder=HuBERT, Decoder=Chinese-LLaMA2-7B2026.0167.29
BaselineEncoder=HTSAT, Decoder=BART2026.0163.95