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ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)16Ethio-ASR Multi (600M)8Ethio-ASR Multi (94M)8Meta MMS-1B8OmniASR-CTC (1B)8OmniASR-CTC (300M)8OmniASR-CTC (3B)8OmniASR-LLM (1B)7OmniASR-LLM (300M)6OmniASR-LLM (3B)8OpenAI Whisper-small9
Audio qualityClean Studio1Ambient Room Noise5Harsh Environment5Distant / Low-Volume Mic1Wideband Phone (VoLTE)2Randomized Phone Channel1Narrowband 2G + Packet Loss8

What did the model get wrong?

OmniASR-LLM (3B) Narrowband 2G + Packet Loss   Example 15 of 20  ·  speaker: Female

🎧 Listen — Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression — worst-case stress test.
✅ What was actually said
እሽ አሁን እንደት ነው የምጠቀመው አድስ ቁጥር አልደረሰኝም
🤖 What this model heard
ኤስ ኤር ኤር የሚገመቱ የተከመው አትክልት አይደለ አይነት
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
8
Wrong
0
Missed
0
Extra
0%
Words right
Out of 8 spoken words, this model got 0 right (0%). Errors: 8 words wrong.

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