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Fact · Speech recognition

OpenAI's README says its English-only .en models tend to perform better for English applications, especially the tiny and base sizes.

Checked against its source on October 17, 2026

In the source's own words

“The `.en` models for English-only applications tend to perform better, especially for the `tiny.en` and `base.en` models.”

openai/whisper: README (raw text), OpenAI, GitHub (openai/whisper), 2026, Available models and languages.

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What it measures
The README's model table lists an English-only version of the tiny, base, small and medium models.
What it does not show
The README says the difference becomes less significant for small.en and medium.en. It does not give error rates for these models in the README itself.

Source

Cited on

English-only Whisper models perform better for tiny and base | Yap