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ModelEthio-ASR Amharic (600M)6Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)6Meta MMS-1B22OmniASR-CTC (1B)9OmniASR-CTC (300M)14OmniASR-CTC (3B)8OmniASR-LLM (1B)4OmniASR-LLM (300M)6OmniASR-LLM (3B)4OpenAI Whisper-small20
Audio qualityClean Studio14Ambient Room Noise5Harsh Environment7Distant / Low-Volume Mic13Wideband Phone (VoLTE)5Randomized Phone Channel5Narrowband 2G + Packet Loss13

What did the model get wrong?

OmniASR-CTC (300M) Clean Studio   Example 2 of 20  Âˇ  speaker: Male

🎧 Listen — Clean Studio
Clear, studio-quality recording. Best-case audio.
✅ What was actually said
ባህር ዳር ነው ያለሁት ኢንተርኔት ተቋርጦብኛል ብልሽት ማስመዝገብ ፈልጌ ነበር ስልኬ ዜሮ ዘጠኝ አንድ አንድ ስድስት ሰባት ዜሮ ሁለት ዘጠኝ አምስት ነው
🤖 What this model heard
በአርዳር ነው ያለውት ቴሌብር ተቋርጦብኛል ብልሽት ማስመስገብ ፈልቂ ነበር ስልኬ ዜሮጠ አድአድስሰባትት ዜሮ ሁለትጠ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
8
Wrong
6
Missed
0
Extra
36%
Words right
Out of 22 spoken words, this model got 8 right (36%). Errors: 8 words wrong; 6 missed.

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