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ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)6Meta MMS-1B15OmniASR-CTC (1B)5OmniASR-CTC (300M)3OmniASR-CTC (3B)5OmniASR-LLM (1B)2OmniASR-LLM (300M)5OmniASR-LLM (3B)1OpenAI Whisper-small14
Audio qualityClean Studio4Ambient Room Noise4Harsh Environment6Distant / Low-Volume Mic4Wideband Phone (VoLTE)5Randomized Phone Channel6Narrowband 2G + Packet Loss14

What did the model get wrong?

Ethio-ASR Multi (94M) Harsh Environment   Example 4 of 20  ·  speaker: Female

🎧 Listen — Harsh Environment
Very heavy background noise — much harder than typical audio.
✅ What was actually said
እሽ ግርማ አገልግሎቱን ለማቋረጥ ስቶፕ ቢ ብለው ወደ ስድስት መቶ አስራ አምስት አጭር ቁጥር ይላኩ
🤖 What this model heard
amh እሽ ግርማ አገልግሎቱን ለማጓረት ቶክቢ ብለው ወደ ስድስት መቶ አአንድ አምስ አጭር ቁጥር ይላኩ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
10
Correct
4
Wrong
1
Missed
1
Extra
67%
Words right
Out of 15 spoken words, this model got 10 right (67%). Errors: 4 words wrong; 1 missed; 1 extra.

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