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ModelEthio-ASR Amharic (600M)1Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)2Ethio-ASR Multi (94M)4Meta MMS-1B9OmniASR-CTC (1B)2OmniASR-CTC (300M)2OmniASR-CTC (3B)3OmniASR-LLM (1B)3OmniASR-LLM (300M)1OmniASR-LLM (3B)5OpenAI Whisper-small22
Audio qualityClean Studio2Ambient Room Noise2Harsh Environment4Distant / Low-Volume Mic2Wideband Phone (VoLTE)6Randomized Phone Channel6Narrowband 2G + Packet Loss10

What did the model get wrong?

Ethio-ASR Multi (300M) Randomized Phone Channel   Example 8 of 20  ·  speaker: Female

🎧 Listen — Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
✅ What was actually said
በጣም ጥሩ ከፍተኛው የፍጥነት መጠን እስከ ስንት ነው የሚደርሰው
🤖 What this model heard
amh በጣም ጥሩ ከፍተኛ የፍጥነት መጠነት ከ ስንት ነው እሚዱ አርሳ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
4
Wrong
0
Missed
2
Extra
56%
Words right
Out of 9 spoken words, this model got 5 right (56%). Errors: 4 words wrong; 2 extra.

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