โ† All examples

ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)1Ethio-ASR Multi (600M)1Ethio-ASR Multi (94M)2Meta MMS-1B7OmniASR-CTC (1B)1OmniASR-CTC (300M)2OmniASR-CTC (3B)1OmniASR-LLM (1B)1OmniASR-LLM (300M)3OmniASR-LLM (3B)1OpenAI Whisper-small7
Audio qualityClean Studio7Ambient Room Noise7Harsh Environment7Distant / Low-Volume Mic7Wideband Phone (VoLTE)7Randomized Phone Channel7Narrowband 2G + Packet Loss7

What did the model get wrong?

Meta MMS-1B Clean Studio   Example 3 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Clean Studio
Clear, studio-quality recording. Best-case audio.
โœ… What was actually said
แ‰ แˆตแˆแŠญ แ‹ฐแ‹แ‹จ แˆ›แŒแŠ˜แ‰ต แ‹จแˆแ‰ฝแˆแ‰ แ‰ต แ‹จแŒฅแˆช แˆ›แŠฅแŠจแˆ แŠ แˆˆ
๐Ÿค– What this model heard
แ‹ญแ‹ฐ แˆ‹แ‹ แˆˆแŠแŠ แ‰ แˆ˜ แˆˆ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
5
Wrong
2
Missed
0
Extra
0%
Words right
Out of 7 spoken words, this model got 0 right (0%). Errors: 5 words wrong; 2 missed.

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