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ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)9Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)8Meta MMS-1B8OmniASR-CTC (1B)2OmniASR-CTC (300M)3OmniASR-CTC (3B)2OmniASR-LLM (1B)7OmniASR-LLM (300M)3OmniASR-LLM (3B)1OpenAI Whisper-small8
Audio qualityClean Studio8Ambient Room Noise8Harsh Environment8Distant / Low-Volume Mic8Wideband Phone (VoLTE)8Randomized Phone Channel8Narrowband 2G + Packet Loss8

What did the model get wrong?

Meta MMS-1B Randomized Phone Channel   Example 15 of 20  ·  speaker: Female

🎧 Listen — Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
✅ What was actually said
እሽ አሁን እንደት ነው የምጠቀመው አድስ ቁጥር አልደረሰኝም
🤖 What this model heard
ር ትአ ስች ትች ብመ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
5
Wrong
3
Missed
0
Extra
0%
Words right
Out of 8 spoken words, this model got 0 right (0%). Errors: 5 words wrong; 3 missed.

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