โ† All examples

ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)4Ethio-ASR Multi (94M)5Meta MMS-1B13OmniASR-CTC (1B)4OmniASR-CTC (300M)5OmniASR-CTC (3B)2OmniASR-LLM (1B)4OmniASR-LLM (300M)1OmniASR-LLM (3B)2OpenAI Whisper-small18
Audio qualityClean Studio4Ambient Room Noise5Harsh Environment5Distant / Low-Volume Mic4Wideband Phone (VoLTE)5Randomized Phone Channel3Narrowband 2G + Packet Loss13

What did the model get wrong?

OmniASR-CTC (300M) Ambient Room Noise   Example 13 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Ambient Room Noise
Realistic everyday background noise โ€” like a normal room or cafรฉ.
โœ… What was actually said
แ‹ซแŠ›แ‹ แˆตแˆแŠญ แˆŒแˆ‹ แˆ˜แˆณแˆชแ‹ซ แˆ‹แ‹ญ แАแ‹ 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
แ‹ซแŠ›แ‹ แˆตแ‹ตแŠญ แˆŒแˆ‹ แˆ˜แˆณแˆชแ‹ซ แˆ‹แ‹ญแŠ• แ‹ซแˆˆแ‹ แŠจแ‹šแˆ…แŠ›แ‹ แ‰แŒฅแˆญ แˆ‹แ‹ญ แˆ†แŠ˜ แ‹จ แˆ˜แŒจแˆจแˆณแˆแ‰ฝแˆˆแˆ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
4
Wrong
1
Missed
0
Extra
62%
Words right
Out of 13 spoken words, this model got 8 right (62%). Errors: 4 words wrong; 1 missed.

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