โ† All examples

ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)12Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)6Meta MMS-1B10OmniASR-CTC (1B)4OmniASR-CTC (300M)4OmniASR-CTC (3B)3OmniASR-LLM (1B)4OmniASR-LLM (300M)4OmniASR-LLM (3B)5OpenAI Whisper-small10
Audio qualityClean Studio15Ambient Room Noise17Harsh Environment10Distant / Low-Volume Mic10Wideband Phone (VoLTE)10Randomized Phone Channel10Narrowband 2G + Packet Loss15

What did the model get wrong?

OpenAI Whisper-small Randomized Phone Channel   Example 12 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
โœ… What was actually said
แŠ แˆแŠ• แ‹ซแˆˆแˆแ‰ต แŠ แ‹ณแˆ› แАแ‹ แ‹ˆแ‹ฐ แŒ…แ‰กแ‰ฒ แˆˆแˆตแˆซ แˆแˆ„แ‹ต แˆตแˆˆแˆ†แА แАแ‹
๐Ÿค– What this model heard
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
0
Wrong
10
Missed
0
Extra
0%
Words right
Out of 10 spoken words, this model got 0 right (0%). Errors: 10 missed.

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