โ† All examples

ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)7Meta MMS-1B12OmniASR-CTC (1B)7OmniASR-CTC (300M)8OmniASR-CTC (3B)3OmniASR-LLM (1B)7OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small12
Audio qualityClean Studio7Ambient Room Noise8Harsh Environment8Distant / Low-Volume Mic7Wideband Phone (VoLTE)9Randomized Phone Channel8Narrowband 2G + Packet Loss9

What did the model get wrong?

Ethio-ASR Multi (94M) Clean Studio   Example 9 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Clean Studio
Clear, studio-quality recording. Best-case audio.
โœ… What was actually said
แ‰แŒฅแˆฉ แ‹œแˆฎ แ‹˜แŒ แŠ แŠ แŠ•แ‹ต แˆแˆˆแ‰ต แŠ แˆแˆตแ‰ต แˆตแ‹ตแˆตแ‰ต แˆฐแ‰ฃแ‰ต แˆตแˆแŠ•แ‰ต แ‹˜แŒ แŠ แ‹œแˆฎ แŠแ‹
๐Ÿค– What this model heard
amh แ‰แŒฅแˆฉ แ‹˜แˆฎแ‹˜แŒ แŠ แŠ แŠ•แ‹ต แˆแˆˆแ‰ต แŠ แˆแˆตแ‰ต แ‹˜แ‹ต แŠ แ‰ฃแ‰ต แˆตแˆแŠ• แ‹˜แŒ แŠ แ‹œแ‹ญแˆฎ แŠแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
7
Wrong
0
Missed
0
Extra
42%
Words right
Out of 12 spoken words, this model got 5 right (42%). Errors: 7 words wrong.

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