โ† All examples

ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)2Ethio-ASR Multi (600M)1Ethio-ASR Multi (94M)3Meta MMS-1B8OmniASR-CTC (1B)1OmniASR-CTC (300M)4OmniASR-CTC (3B)1OmniASR-LLM (1B)3OmniASR-LLM (300M)5OmniASR-LLM (3B)5OpenAI Whisper-small13
Audio qualityClean Studio0Ambient Room Noise0Harsh Environment0Distant / Low-Volume Mic0Wideband Phone (VoLTE)1Randomized Phone Channel2Narrowband 2G + Packet Loss2

What did the model get wrong?

Ethio-ASR Amharic (600M) Ambient Room Noise   Example 15 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Ambient Room Noise
Realistic everyday background noise โ€” like a normal room or cafรฉ.
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
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
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
0
Wrong
0
Missed
0
Extra
100%
Words right
Out of 8 spoken words, this model got 8 right (100%). Errors: everything correct.

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