Study Finds Emotion in Speech Models Lives in Middle Layers, Not Final Ones
CatAstro_Piyush · x · 2026-08-29
Research investigates where emotion resides within speech models. It reveals that same-language accuracy and cross-language transfer both peak mid-stack, then decline as the model specializes toward its output. This suggests pulling emotion embeddings from the final layer captures the wrong representations.
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