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ModelEthio-ASR Amharic (600M)8Ethio-ASR Multi (300M)14Ethio-ASR Multi (600M)9Ethio-ASR Multi (94M)11Meta MMS-1B12OmniASR-CTC (1B)11OmniASR-CTC (300M)11OmniASR-CTC (3B)11OmniASR-LLM (1B)10OmniASR-LLM (300M)10OmniASR-LLM (3B)10OpenAI Whisper-small11
Audio qualityClean Studio3Ambient Room Noise3Harsh Environment4Distant / Low-Volume Mic4Wideband Phone (VoLTE)4Randomized Phone Channel5Narrowband 2G + Packet Loss9

What did the model get wrong?

Ethio-ASR Multi (600M) Narrowband 2G + Packet Loss   Example 16 of 20  ·  speaker: Male

🎧 Listen — Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression — worst-case stress test.
✅ What was actually said
ቁጥሩ ስድስት ሰባት ዘጠኝ ሶስት ሁለት ስድስት ሰባት ስድስት አራት ነው
🤖 What this model heard
tir እግሩ ሉ ተላል ጠ ሁለ ሉ ላል ሉ አራት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
2
Correct
9
Wrong
0
Missed
0
Extra
18%
Words right
Out of 11 spoken words, this model got 2 right (18%). Errors: 9 words wrong.

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