โ† All examples

ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)8Meta MMS-1B16OmniASR-CTC (1B)6OmniASR-CTC (300M)9OmniASR-CTC (3B)8OmniASR-LLM (1B)10OmniASR-LLM (300M)12OmniASR-LLM (3B)10OpenAI Whisper-small16
Audio qualityClean Studio16Ambient Room Noise16Harsh Environment16Distant / Low-Volume Mic16Wideband Phone (VoLTE)16Randomized Phone Channel16Narrowband 2G + Packet Loss16

What did the model get wrong?

Meta MMS-1B Randomized Phone Channel   Example 17 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
โœ… What was actually said
แ‰ แˆ˜แ‰ฐแŒแ‰ แˆชแ‹ซแ‹ แ‹แˆตแŒฅ แˆฎแˆšแŠ•แŒ แˆฐแˆญแ‰ชแˆต แ‹จแˆšแˆ แˆšแŠ’ แˆ˜แ‰ฐแŒแ‰ แˆชแ‹ซ แ‹ซแŒˆแŠ›แˆ‰ แŠฅแ‹› แ‹แˆตแŒฅ แŒˆแ‰ฅแ‰ฐแ‹ แŠ แŒˆแˆแŒแˆŽแ‰ฑแŠ• แˆ›แˆตแŒ€แˆ˜แˆญแˆ แˆ†แА แˆ›แ‰‹แˆจแŒฅ แ‹ญแ‰ฝแˆ‹แˆ‰
๐Ÿค– What this model heard
แ‰ แˆ˜ แˆ˜แˆˆแА แˆญแŠจแˆญ แˆˆแˆ แˆˆแ‹ แ‰ แˆ˜ แ‰ต แ‹ˆ แ‰  แ‰ตแАแˆ แˆ›แˆ˜ แˆ แ‰ณแˆ˜แ‰ฝ แ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
14
Wrong
2
Missed
0
Extra
0%
Words right
Out of 16 spoken words, this model got 0 right (0%). Errors: 14 words wrong; 2 missed.

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