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ModelEthio-ASR Amharic (600M)1Ethio-ASR Multi (300M)2Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)4Meta MMS-1B7OmniASR-CTC (1B)0OmniASR-CTC (300M)2OmniASR-CTC (3B)0OmniASR-LLM (1B)2OmniASR-LLM (300M)2OmniASR-LLM (3B)2OpenAI Whisper-small7
Audio qualityClean Studio1Ambient Room Noise3Harsh Environment2Distant / Low-Volume Mic1Wideband Phone (VoLTE)4Randomized Phone Channel8Narrowband 2G + Packet Loss9

What did the model get wrong?

OmniASR-CTC (300M) Harsh Environment   Example 14 of 20  ·  speaker: Male

🎧 Listen — Harsh Environment
Very heavy background noise — much harder than typical audio.
✅ What was actually said
እሽ ቪድዮ ወይም መመሪያ አለ እንደት እንደምጠቀም
🤖 What this model heard
እሽ ቪድዮ ወይ መመሪያ አለ እንደት እንደምጠቀል
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
2
Wrong
0
Missed
0
Extra
71%
Words right
Out of 7 spoken words, this model got 5 right (71%). Errors: 2 words wrong.

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