A statistical sign-off protocol for audio compressors ensures worst-case answer preservation across query families in LALMs.
Kullback-leibler distance as a measure of the information filtered from multivariate data.Physical Review E-Statistical, Nonlinear, and Soft Matter Physics, 76(3):031123
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Task-Aware Answer Preservation under Audio Compression for Large Audio Language Models
A statistical sign-off protocol for audio compressors ensures worst-case answer preservation across query families in LALMs.