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ModelEthio-ASR Amharic (600M)6Ethio-ASR Multi (300M)3Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)1Meta MMS-1B13OmniASR-CTC (1B)0OmniASR-CTC (300M)0OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small13
Audio qualityClean Studio2Ambient Room Noise3Harsh Environment2Distant / Low-Volume Mic2Wideband Phone (VoLTE)6Randomized Phone Channel11Narrowband 2G + Packet Loss17

What did the model get wrong?

Ethio-ASR Multi (300M) Ambient Room Noise   Example 19 of 20  ·  speaker: Male

🎧 Listen — Ambient Room Noise
Realistic everyday background noise — like a normal room or café.
✅ What was actually said
ቁጥሩ ሰባት ሶስት አንድ ዜሮ አንድ ሁለት ሰባት ዘጠኝ አምስት ዜሮ አራት ነው
🤖 What this model heard
amh ቁጥሩ ሰባት ሶስት አንድ ዜሮ አንድ ውለት ሰባት ዘዘጠኝኝ አምስት ዜሮ አራት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
11
Correct
2
Wrong
0
Missed
1
Extra
85%
Words right
Out of 13 spoken words, this model got 11 right (85%). Errors: 2 words wrong; 1 extra.

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