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Leading audio LLMs suffer up to a 41-percentage-point performance drop when prompted in native Southeast Asian languages compared to English, exposing severe blind spots in acoustic temporal grounding and paralinguistics.
Bioinfoysis boosts bioinformatics accuracy from 27.81% to 64.13% by ensuring that every step of analysis is grounded in real-time evidence and planning.
MERaLiON-GR outperforms existing models in gender recognition across multiple Southeast Asian languages, showcasing the power of specialized speech models.
