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cs.CL2025
Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
Omer Moussa, Mariya Toneva
Pretrained language models are remarkably effective in aligning with human brain responses elicited by natural language stimuli, positioning them as promising model organisms for s…
cs.CL2025
Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain
Omer Moussa, Mariya Toneva
Pretrained self-supervised speech models excel in speech tasks but do not reflect the hierarchy of human speech processing, as they encode rich semantics in middle layers and poor…