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gpt-audio

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How much bitrate does an audio-multimodal LLM actually need?

How much bitrate does an audio-multimodal LLM actually need?

An eval across 12 audio-capable models on OpenRouter, 5 MP3 bitrates, 4 dictation samples. The default upload quality in most dictation apps is 2–4× overprovisioned — and the more interesting finding had nothing to do with bitrate.

audio llm transcription +6