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Fact · Languages and accents

5.1times the English error rate

On the FLEURS benchmark, Whisper large-v2's word error rate in Hindi was about 5.1 times its English rate.

Checked against its source on October 17, 2026

What it measures
Both rates come from the same model and benchmark, so the ratio shows the gap between the two languages.
How it is calculated
21.5 / 4.2 = 5.1
What it does not show
A single model on a single read-speech benchmark. Newer models narrow the gap, so do not treat 5.1 as a general law.

Calculated from

Cited on

Whisper's Hindi error rate is 5.1 times its English rate | Yap