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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 Studio7Ambient Room Noise8Harsh Environment9Distant / Low-Volume Mic6Wideband Phone (VoLTE)8Randomized Phone Channel9Narrowband 2G + Packet Loss13

What did the model get wrong?

Ethio-ASR Multi (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
ሲ ሲ ቲ ሁለት ዜሮ ሁለት አምስት አንድ ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምንት ዜሮ ሰባት ዘጠኝ አራት
🤖 What this model heard
amh ሲ ሲ ቲ ሁለትለ ዜሮ ሁለትለት ምስት አንድን ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምት ዜሮ ሰዘጠኛራት
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
11
Correct
6
Wrong
2
Missed
1
Extra
58%
Words right
Out of 19 spoken words, this model got 11 right (58%). Errors: 6 words wrong; 2 missed; 1 extra.

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