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ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)16Ethio-ASR Multi (600M)8Ethio-ASR Multi (94M)8Meta MMS-1B8OmniASR-CTC (1B)8OmniASR-CTC (300M)8OmniASR-CTC (3B)8OmniASR-LLM (1B)7OmniASR-LLM (300M)6OmniASR-LLM (3B)8OpenAI Whisper-small9
Audio qualityClean Studio0Ambient Room Noise3Harsh Environment3Distant / Low-Volume Mic0Wideband Phone (VoLTE)5Randomized Phone Channel7Narrowband 2G + Packet Loss7

What did the model get wrong?

OmniASR-LLM (1B) Narrowband 2G + Packet Loss   Example 15 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression โ€” worst-case stress test.
โœ… What was actually said
แŠฅแˆฝ แŠ แˆแŠ• แŠฅแŠ•แ‹ฐแ‰ต แŠแ‹ แ‹จแˆแŒ แ‰€แˆ˜แ‹ แŠ แ‹ตแˆต แ‰แŒฅแˆญ แŠ แˆแ‹ฐแˆจแˆฐแŠแˆ
๐Ÿค– What this model heard
แŠฅแ‹šแˆ… แŠ แˆแŠ• แŠฅแŠ•แ‹ตแˆแˆ แŠ แˆŠแ‰ณแŠจแˆ˜ แŠ แ‹ตแˆฑ แ‰ฅแ‹™ แŠ แ‹ญแ‹ฐแˆญแˆ แŠ แ‹ญแŠแ‰ต
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
1
Correct
7
Wrong
0
Missed
0
Extra
12%
Words right
Out of 8 spoken words, this model got 1 right (12%). Errors: 7 words wrong.

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