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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 Studio1Ambient Room Noise1Harsh Environment2Distant / Low-Volume Mic1Wideband Phone (VoLTE)4Randomized Phone Channel7Narrowband 2G + Packet Loss14

What did the model get wrong?

Ethio-ASR Multi (300M) 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
sid mini ma sannu kana iatanaitamaa sati i kana ai sati maa hana maanaao
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
11
Wrong
0
Missed
3
Extra
0%
Words right
Out of 11 spoken words, this model got 0 right (0%). Errors: 11 words wrong; 3 extra.

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