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ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)2Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)2Meta MMS-1B13OmniASR-CTC (1B)0OmniASR-CTC (300M)0OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small13
Audio qualityClean Studio6Ambient Room Noise6Harsh Environment4Distant / Low-Volume Mic6Wideband Phone (VoLTE)6Randomized Phone Channel7Narrowband 2G + Packet Loss8

What did the model get wrong?

Ethio-ASR Amharic (600M) Harsh Environment   Example 19 of 20  ·  speaker: Male

🎧 Listen — Harsh Environment
Very heavy background noise — much harder than typical audio.
✅ What was actually said
ቁጥሩ ሰባት ሶስት አንድ ዜሮ አንድ ሁለት ሰባት ዘጠኝ አምስት ዜሮ አራት ነው
🤖 What this model heard
ቁጥሩ ሰባት ሶስት አንድ ሮ አን ሁለትት ሰባት ዘጠኝ አምስት ዜሮ አራትራት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
9
Correct
4
Wrong
0
Missed
0
Extra
69%
Words right
Out of 13 spoken words, this model got 9 right (69%). Errors: 4 words wrong.

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