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ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)10Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)5Meta MMS-1B15OmniASR-CTC (1B)2OmniASR-CTC (300M)3OmniASR-CTC (3B)2OmniASR-LLM (1B)4OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small15
Audio qualityClean Studio6Ambient Room Noise6Harsh Environment5Distant / Low-Volume Mic3Wideband Phone (VoLTE)4Randomized Phone Channel6Narrowband 2G + Packet Loss11

What did the model get wrong?

Ethio-ASR Multi (600M) Wideband Phone (VoLTE)   Example 4 of 20  ·  speaker: Female

🎧 Listen — Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
✅ What was actually said
እሽ ግርማ አገልግሎቱን ለማቋረጥ ስቶፕ ቢ ብለው ወደ ስድስት መቶ አስራ አምስት አጭር ቁጥር ይላኩ
🤖 What this model heard
tir እሽ ግርማ አገልግሎቱን ለማቋረጥ ስቶፕ ቢ ብለው ወደ ስድሳ አስር አምስት አጭር ቁጥር ይላኩ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
12
Correct
2
Wrong
1
Missed
1
Extra
80%
Words right
Out of 15 spoken words, this model got 12 right (80%). Errors: 2 words wrong; 1 missed; 1 extra.

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