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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 Studio0Ambient Room Noise0Harsh Environment0Distant / Low-Volume Mic0Wideband Phone (VoLTE)0Randomized Phone Channel0Narrowband 2G + Packet Loss10

What did the model get wrong?

OmniASR-LLM (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
ውጥሩ ውጥድቅ ተላላላይ ተደርጎ ውጥ ምግብ ተደርጎ የሚያሳይ ምስል ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
1
Correct
9
Wrong
1
Missed
0
Extra
9%
Words right
Out of 11 spoken words, this model got 1 right (9%). Errors: 9 words wrong; 1 missed.

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