โ† All examples

ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)6Meta MMS-1B16OmniASR-CTC (1B)7OmniASR-CTC (300M)5OmniASR-CTC (3B)2OmniASR-LLM (1B)7OmniASR-LLM (300M)10OmniASR-LLM (3B)2OpenAI 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 Clean Studio   Example 17 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Clean Studio
Clear, studio-quality recording. Best-case audio.
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†แŠ แˆ›แ‰‹แˆจแŒฅ แ‹ญแ‰ฝแˆ‹แˆ‰
๐Ÿค– What this model heard
แˆˆแ‰ แˆ‹แˆ˜ แŠ  แˆ˜แˆˆแˆตแŠ แˆญแˆ˜แŠจแ‹ญ แˆˆแˆ แˆˆแˆต แˆˆแ‰ แˆ‹แˆ˜ แŠแ‰ฐ แ‹ˆ แŠ  แŠแˆ‹แ‰  แ‰ตแˆแŠแˆ แˆˆแˆ›แˆˆแˆ˜ แˆ แˆˆแ‰ณแˆ˜แ‰ฝ แ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
16
Wrong
0
Missed
0
Extra
0%
Words right
Out of 16 spoken words, this model got 0 right (0%). Errors: 16 words wrong.

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