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ModelEthio-ASR Amharic (600M)11Ethio-ASR Multi (300M)13Ethio-ASR Multi (600M)9Ethio-ASR Multi (94M)8Meta MMS-1B19OmniASR-CTC (1B)0OmniASR-CTC (300M)0OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small20
Audio qualityClean Studio10Ambient Room Noise11Harsh Environment11Distant / Low-Volume Mic11Wideband Phone (VoLTE)10Randomized Phone Channel11Narrowband 2G + Packet Loss17

What did the model get wrong?

Ethio-ASR Amharic (600M) Randomized Phone Channel   Example 1 of 20  ·  speaker: Female

🎧 Listen — Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
✅ What was actually said
ሁለት ዜሮ ሁለት አምስት አንድ ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምንት ዜሮ ሰባት ዘጠኝ አራት
🤖 What this model heard
ሁለትት ዜሮ ሁለትለት አምስትምት አንድድ ሁለትለት አንድ ሰባት ሁለት አራትራ ሰላሳ ሰባት ስምንት ሮሰባት ዘጠና አራትራት
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
9
Correct
9
Wrong
1
Missed
1
Extra
47%
Words right
Out of 19 spoken words, this model got 9 right (47%). Errors: 9 words wrong; 1 missed; 1 extra.

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