โ† All examples

ModelEthio-ASR Amharic (600M)5Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)3Meta MMS-1B12OmniASR-CTC (1B)8OmniASR-CTC (300M)9OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)3OmniASR-LLM (3B)0OpenAI Whisper-small9
Audio qualityClean Studio6Ambient Room Noise7Harsh Environment3Distant / Low-Volume Mic7Wideband Phone (VoLTE)9Randomized Phone Channel10Narrowband 2G + Packet Loss16

What did the model get wrong?

Ethio-ASR Multi (300M) Distant / Low-Volume Mic   Example 20 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Distant / Low-Volume Mic
Very quiet audio, like the microphone was far away or turned down.
โœ… What was actually said
แ‰แŒฅแˆฉ แ‹œแˆฎ แ‹˜แŒ แŠ แˆแˆˆแ‰ต แ‹œแˆฎ แŠ แˆแˆตแ‰ต แˆตแ‹ตแˆตแ‰ต แˆฐแ‰ฃแ‰ต แˆตแˆแŠ•แ‰ต แ‹˜แŒ แŠ แ‹œแˆฎ แАแ‹
๐Ÿค– What this model heard
amh แ‰แŒฅแˆฉ แ‹œแˆฎแ‹œแˆฎ แ‹˜แ‹˜แŒ แŠแŠ แˆแˆˆแ‰ต แ‹œแ‹œแˆฎ แŠ แˆแˆตแ‰ตแ‰ต แˆตแ‹ตแˆตแ‰ต แˆฐแ‰ฃแ‰ตแ‰ฃ แˆตแˆแŠ•แ‰ตแˆแ‰ต แ‹˜แŒ แŠ แ‹œแˆฎ แАแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
6
Correct
6
Wrong
0
Missed
1
Extra
50%
Words right
Out of 12 spoken words, this model got 6 right (50%). Errors: 6 words wrong; 1 extra.

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