โ† All examples

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 Studio1Ambient Room Noise1Harsh Environment1Distant / Low-Volume Mic1Wideband Phone (VoLTE)2Randomized Phone Channel4Narrowband 2G + Packet Loss8

What did the model get wrong?

Ethio-ASR Multi (600M) 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
tir แŠฅแˆต แŠ แ‰ฅแ‹ต แˆแŒ แ‰€แˆ แŠ แ‹ตแŠญแ‹ต แ‹˜แˆญ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
6
Wrong
2
Missed
0
Extra
0%
Words right
Out of 8 spoken words, this model got 0 right (0%). Errors: 6 words wrong; 2 missed.

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