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ModelEthio-ASR Amharic (600M)6Ethio-ASR Multi (300M)15Ethio-ASR Multi (600M)7Ethio-ASR Multi (94M)7Meta MMS-1B14OmniASR-CTC (1B)8OmniASR-CTC (300M)9OmniASR-CTC (3B)7OmniASR-LLM (1B)6OmniASR-LLM (300M)6OmniASR-LLM (3B)7OpenAI Whisper-small7
Audio qualityClean Studio7Ambient Room Noise7Harsh Environment7Distant / Low-Volume Mic7Wideband Phone (VoLTE)7Randomized Phone Channel7Narrowband 2G + Packet Loss14

What did the model get wrong?

Meta MMS-1B Narrowband 2G + Packet Loss   Example 10 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression โ€” worst-case stress test.
โœ… What was actually said
แˆตแˆˆ แŒฅแ‰…แˆŽแ‰น แ‹แˆญแ‹แˆญ แˆ˜แˆจแŒƒ แ‹จแ‰ต แŠแ‹ แ‹จแˆ›แŒˆแŠ˜แ‹
๐Ÿค– What this model heard
แŠแ‰ต แˆˆ แŠ•แŠฅแˆ˜แ‹แ‹ญแ‰ตแˆต แˆแŠ•แˆ˜ แ‰ แˆ˜แŠ•แˆญ แŠ“แ‹แˆ แˆแŠ•แˆ˜แˆ˜ แˆˆแ‰ตแˆตแŠ•แˆ˜ แˆญแŠ•แˆ แˆแ‹แˆญแˆต แˆแ‰ตแˆต แˆˆแ‰ตแ‹ แˆญแŠ•แˆต แˆแŠ•แˆต
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
7
Wrong
0
Missed
7
Extra
0%
Words right
Out of 7 spoken words, this model got 0 right (0%). Errors: 7 words wrong; 7 extra.

Try switching Audio quality โ€” see the same model degrade as the audio gets noisier.