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ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)4Meta MMS-1B15OmniASR-CTC (1B)4OmniASR-CTC (300M)5OmniASR-CTC (3B)2OmniASR-LLM (1B)4OmniASR-LLM (300M)4OmniASR-LLM (3B)1OpenAI Whisper-small32
Audio qualityClean Studio15Ambient Room Noise32Harsh Environment14Distant / Low-Volume Mic15Wideband Phone (VoLTE)15Randomized Phone Channel15Narrowband 2G + Packet Loss14

What did the model get wrong?

OpenAI Whisper-small Ambient Room Noise   Example 4 of 20  ·  speaker: Female

🎧 Listen — Ambient Room Noise
Realistic everyday background noise — like a normal room or café.
✅ What was actually said
እሽ ግርማ አገልግሎቱን ለማቋረጥ ስቶፕ ቢ ብለው ወደ ስድስት መቶ አስራ አምስት አጭር ቁጥር ይላኩ
🤖 What this model heard
አስር g rm a l gl gl t l mg ret tk pb i bl e dhe siddismet o sra a mnist c r k t r i l a k o
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
15
Wrong
0
Missed
17
Extra
0%
Words right
Out of 15 spoken words, this model got 0 right (0%). Errors: 15 words wrong; 17 extra.

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