โ† All examples

ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)4Ethio-ASR Multi (600M)2Ethio-ASR Multi (94M)4Meta MMS-1B7OmniASR-CTC (1B)1OmniASR-CTC (300M)4OmniASR-CTC (3B)3OmniASR-LLM (1B)1OmniASR-LLM (300M)1OmniASR-LLM (3B)1OpenAI Whisper-small7
Audio qualityClean Studio3Ambient Room Noise1Harsh Environment4Distant / Low-Volume Mic4Wideband Phone (VoLTE)9Randomized Phone Channel10Narrowband 2G + Packet Loss9

What did the model get wrong?

OmniASR-CTC (300M) Distant / Low-Volume Mic   Example 10 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Distant / Low-Volume Mic
Very quiet audio, like the microphone was far away or turned down.
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
แˆตแˆˆ แŒฅแ‰…แˆŽแ‰น แ‹แˆญ แ‹แˆญ แˆ˜แˆจแŒƒแ‹จแ‰ต แŠแ‹ แˆ›แŒˆแŠ˜แ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
3
Correct
4
Wrong
0
Missed
0
Extra
43%
Words right
Out of 7 spoken words, this model got 3 right (43%). Errors: 4 words wrong.

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