โ† All examples

ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)7Meta MMS-1B10OmniASR-CTC (1B)4OmniASR-CTC (300M)3OmniASR-CTC (3B)4OmniASR-LLM (1B)2OmniASR-LLM (300M)4OmniASR-LLM (3B)0OpenAI Whisper-small17
Audio qualityClean Studio10Ambient Room Noise10Harsh Environment10Distant / Low-Volume Mic10Wideband Phone (VoLTE)10Randomized Phone Channel10Narrowband 2G + Packet Loss10

What did the model get wrong?

Meta MMS-1B Ambient Room Noise   Example 12 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
แŠ แˆแŠ• แ‹ซแˆˆแˆแ‰ต แŠ แ‹ณแˆ› แŠแ‹ แ‹ˆแ‹ฐ แŒ…แ‰กแ‰ฒ แˆˆแˆตแˆซ แˆแˆ„แ‹ต แˆตแˆˆแˆ†แŠ แŠแ‹
๐Ÿค– What this model heard
แ‰ตแŠ แˆต แ‹ซแŠ“ แˆแ‰ฝแˆˆ แˆ›แˆ‹แ‰  แŒˆ แˆ แˆ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
7
Wrong
3
Missed
0
Extra
0%
Words right
Out of 10 spoken words, this model got 0 right (0%). Errors: 7 words wrong; 3 missed.

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