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ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)9Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)6Meta MMS-1B15OmniASR-CTC (1B)4OmniASR-CTC (300M)3OmniASR-CTC (3B)2OmniASR-LLM (1B)4OmniASR-LLM (300M)4OmniASR-LLM (3B)0OpenAI Whisper-small15
Audio qualityClean Studio3Ambient Room Noise4Harsh Environment2Distant / Low-Volume Mic3Wideband Phone (VoLTE)4Randomized Phone Channel4Narrowband 2G + Packet Loss4

What did the model get wrong?

OmniASR-LLM (1B) Randomized Phone Channel   Example 4 of 20  ·  speaker: Female

🎧 Listen — Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
✅ What was actually said
እሽ ግርማ አገልግሎቱን ለማቋረጥ ስቶፕ ቢ ብለው ወደ ስድስት መቶ አስራ አምስት አጭር ቁጥር ይላኩ
🤖 What this model heard
እሽ ግርማ አገልግሎቱ ን ለ ማቋረጥ ስቶፕ ቢ ብለው ወደ ስድስት መቶ አስራ አምስት አጭር ቁጥር ይላኩ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
13
Correct
2
Wrong
0
Missed
2
Extra
87%
Words right
Out of 15 spoken words, this model got 13 right (87%). Errors: 2 words wrong; 2 extra.

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