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News/Uncovering Audio-Text Alignment in Large Audio-Language Models through Cross-Modal Concept Neurons
arxiv
PublishedOctober 21, 2026 at 4:00 AM

Uncovering Audio-Text Alignment in Large Audio-Language Models through Cross-Modal Concept Neurons

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arXiv:2610.28189v1 Announce Type: cross Abstract: While the language model backbone is pretrained on text alone, large audio-language models (LALMs) can, to a great extent, recognize acoustic attributes, such as emotion, speaker gender, and spoken language. However, it is unclear how the audio repre

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