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ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)10Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)9Meta MMS-1B9OmniASR-CTC (1B)7OmniASR-CTC (300M)6OmniASR-CTC (3B)3OmniASR-LLM (1B)1OmniASR-LLM (300M)3OmniASR-LLM (3B)2OpenAI Whisper-small12
Audio qualityClean Studio1Ambient Room Noise4Harsh Environment5Distant / Low-Volume Mic1Wideband Phone (VoLTE)5Randomized Phone Channel2Narrowband 2G + Packet Loss6

What did the model get wrong?

OmniASR-CTC (300M) Narrowband 2G + Packet Loss   Example 8 of 20  ·  speaker: Female

🎧 Listen — Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression — worst-case stress test.
✅ What was actually said
በጣም ጥሩ ከፍተኛው የፍጥነት መጠን እስከ ስንት ነው የሚደርሰው
🤖 What this model heard
በጣም ጥሩ ከፍተኛዊ ስጥነት መጠንስከ ስንት ነሚበርሰው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
3
Correct
4
Wrong
2
Missed
0
Extra
33%
Words right
Out of 9 spoken words, this model got 3 right (33%). Errors: 4 words wrong; 2 missed.

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