What did the model get wrong?

Ethio-ASR Multi (600M) Harsh Environment Example 9 of 20 · speaker: Female

🎧 Listen — Harsh Environment

Very heavy background noise — much harder than typical audio.

✅ What was actually said

ቁጥሩ ዜሮ ዘጠኝ አንድ ሁለት አምስት ስድስት ሰባት ስምንት ዘጠኝ ዜሮ ነው

🤖 What this model heard

amh ቁጥሩ ዜሮ ዘጠ አንድን ሁለትለ አምት ስድስትድስት ሰባት ሰማንያ ዘጠኝዜሮ ነው

Correct

Wrong (different word)

Missed (skipped)

Extra (added)

Correct

Wrong

Missed

Extra

33%

Words right

Out of 12 spoken words, this model got 4 right (33%). Errors: 7 words wrong; 1 missed; 1 extra.

Try switching Audio quality — see the same model degrade as the audio gets noisier.