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ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)7Meta MMS-1B12OmniASR-CTC (1B)7OmniASR-CTC (300M)7OmniASR-CTC (3B)1OmniASR-LLM (1B)7OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small16
Audio qualityClean Studio7Ambient Room Noise1Harsh Environment1Distant / Low-Volume Mic7Wideband Phone (VoLTE)1Randomized Phone Channel0Narrowband 2G + Packet Loss1

What did the model get wrong?

OmniASR-LLM (1B) Distant / Low-Volume Mic   Example 9 of 20  ·  speaker: Female

🎧 Listen — Distant / Low-Volume Mic
Very quiet audio, like the microphone was far away or turned down.
✅ What was actually said
ቁጥሩ ዜሮ ዘጠኝ አንድ ሁለት አምስት ስድስት ሰባት ስምንት ዘጠኝ ዜሮ ነው
🤖 What this model heard
ቁጥሩ ዘጠኝ አስር አምስት አንድ ሃያ አስር ስድስት ሰባት ስምንት አስር ዘጠኝ ኤር ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
7
Correct
5
Wrong
0
Missed
2
Extra
58%
Words right
Out of 12 spoken words, this model got 7 right (58%). Errors: 5 words wrong; 2 extra.

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