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Correlation-Guided Encoder Selection for Multi-Encoder Large Audio-Language Models

Liao, Pei-Jun et al.
arXiv (All) · Papers
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audio-and-speech-processingcomputation-and-languagesound
Multi-encoder fusion extends Large Audio-Language Models (LALMs) beyond speech-centric recognition, but selecting encoders via intuition or exhaustive search often introduces redundant representations and inflates an already constrained compute budget. We propose CUES (Correlation-gUided Encoder Sel
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