โ† All examples

ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)9Ethio-ASR Multi (600M)7Ethio-ASR Multi (94M)6Meta MMS-1B13OmniASR-CTC (1B)1OmniASR-CTC (300M)5OmniASR-CTC (3B)1OmniASR-LLM (1B)4OmniASR-LLM (300M)1OmniASR-LLM (3B)0OpenAI Whisper-small23
Audio qualityClean Studio5Ambient Room Noise6Harsh Environment6Distant / Low-Volume Mic5Wideband Phone (VoLTE)9Randomized Phone Channel6Narrowband 2G + Packet Loss16

What did the model get wrong?

Ethio-ASR Multi (300M) Wideband Phone (VoLTE)   Example 13 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
โœ… What was actually said
แ‹ซแŠ›แ‹ แˆตแˆแŠญ แˆŒแˆ‹ แˆ˜แˆณแˆชแ‹ซ แˆ‹แ‹ญ แŠแ‹ แ‹ซแˆˆแ‹ แŠจแ‹šแˆ…แŠ›แ‹ แ‰แŒฅแˆญ แˆ‹แ‹ญ แˆ†แŠ˜ แˆ˜แŒจแˆจแˆต แŠ แˆแ‰ฝแˆแˆ
๐Ÿค– What this model heard
amh แ‹ซแŠ›แ‹ แ‰ฅแˆแŠญแˆŒ แˆ‹ แˆ˜แˆณแˆชแ‹ซ แˆ‹แ‹ญ แ‹ซแˆˆแ‹ แŠจแ‹šแˆ… แŠ›แ‹ แ‰แŒฅแˆญ แˆ‹แ‹ญ แˆแŠ แ‹จแˆ˜แŒซแˆˆแ‹แ‰ฝแ‹แŠ•
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
7
Wrong
1
Missed
1
Extra
38%
Words right
Out of 13 spoken words, this model got 5 right (38%). Errors: 7 words wrong; 1 missed; 1 extra.

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