Audio LLMs leak bystander speech; SH-Bench benchmark and BPFT fine-tuning raise selective accuracy by 47% and selective efficacy by 16% over Gemini 2.5 Pro.
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Protecting Bystander Privacy via Selective Hearing in Audio LLMs
Audio LLMs leak bystander speech; SH-Bench benchmark and BPFT fine-tuning raise selective accuracy by 47% and selective efficacy by 16% over Gemini 2.5 Pro.