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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 Studio9Ambient Room Noise8Harsh Environment8Distant / Low-Volume Mic9Wideband Phone (VoLTE)10Randomized Phone Channel9Narrowband 2G + Packet Loss15

What did the model get wrong?

Ethio-ASR Multi (300M) 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 ለማቋረያት ስቶክ ቢብለው ወደ ስዱስ መቶን አአንድራእም አጭር ቁጥር የላኩ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
6
Correct
7
Wrong
2
Missed
1
Extra
40%
Words right
Out of 15 spoken words, this model got 6 right (40%). Errors: 7 words wrong; 2 missed; 1 extra.

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