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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 Studio5Ambient Room Noise5Harsh Environment6Distant / Low-Volume Mic4Wideband Phone (VoLTE)5Randomized Phone Channel5Narrowband 2G + Packet Loss10

What did the model get wrong?

Ethio-ASR Multi (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
amh ቁጥሩ ሰባት ሶስት አን ዜሮ አንድ ሁለት ሰባ ዘጠኝጠ ም ዜሮ አራትራት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
5
Wrong
0
Missed
1
Extra
62%
Words right
Out of 13 spoken words, this model got 8 right (62%). Errors: 5 words wrong; 1 extra.

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