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ModelEthio-ASR Amharic (600M)10Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)7Ethio-ASR Multi (94M)4Meta MMS-1B19OmniASR-CTC (1B)2OmniASR-CTC (300M)15OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small220
Audio qualityClean Studio2Ambient Room Noise0Harsh Environment0Distant / Low-Volume Mic3Wideband Phone (VoLTE)0Randomized Phone Channel0Narrowband 2G + Packet Loss19

What did the model get wrong?

OmniASR-CTC (1B) Clean Studio   Example 1 of 20  ·  speaker: Female

🎧 Listen — Clean Studio
Clear, studio-quality recording. Best-case audio.
✅ What was actually said
ሁለት ዜሮ ሁለት አምስት አንድ ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምንት ዜሮ ሰባት ዘጠኝ አራት
🤖 What this model heard
ሲሲ ሁለት ዜሮ ሁለት አምስት አንድ ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምንት ዜሮ ሰባት ዘጠኝ አራት
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
17
Correct
1
Wrong
1
Missed
0
Extra
89%
Words right
Out of 19 spoken words, this model got 17 right (89%). Errors: 1 word wrong; 1 missed.

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