โ† All examples

ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)5Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)4Meta MMS-1B9OmniASR-CTC (1B)5OmniASR-CTC (300M)7OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small12
Audio qualityClean Studio4Ambient Room Noise3Harsh Environment3Distant / Low-Volume Mic4Wideband Phone (VoLTE)6Randomized Phone Channel3Narrowband 2G + Packet Loss9

What did the model get wrong?

Ethio-ASR Multi (600M) Clean Studio   Example 6 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Clean Studio
Clear, studio-quality recording. Best-case audio.
โœ… What was actually said
แˆ˜แ‰ธ แАแ‹ แ‹จแˆšแˆตแ‰ฐแŠซแŠจแˆˆแ‹ แˆตแˆซ แˆตแˆ‹แˆˆแ‰ฅแŠ แ‰ถแˆŽ แ‰ขแˆ†แŠ•แˆแŠ แŒฅแˆฉ แАแ‹
๐Ÿค– What this model heard
amh แˆ˜แ‰ธ แАแ‹ แ‹จแˆšแˆตแ‰ฐแŠซแŠจแˆˆแ‹ แˆตแˆซ แˆตแˆ‹แˆˆแ‰ขแŠ• แ‰ถแˆŽ แ‰ขแˆ†แА แˆŠแŠ• แŒฅแˆฉ แАแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
7
Correct
2
Wrong
0
Missed
2
Extra
78%
Words right
Out of 9 spoken words, this model got 7 right (78%). Errors: 2 words wrong; 2 extra.

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