โ† All examples

ModelEthio-ASR Amharic (600M)1Ethio-ASR Multi (300M)4Ethio-ASR Multi (600M)3Ethio-ASR Multi (94M)4Meta MMS-1B9OmniASR-CTC (1B)2OmniASR-CTC (300M)7OmniASR-CTC (3B)0OmniASR-LLM (1B)7OmniASR-LLM (300M)6OmniASR-LLM (3B)2OpenAI Whisper-small19
Audio qualityClean Studio9Ambient Room Noise9Harsh Environment9Distant / Low-Volume Mic9Wideband Phone (VoLTE)9Randomized Phone Channel9Narrowband 2G + Packet Loss9

What did the model get wrong?

Meta MMS-1B Ambient Room Noise   Example 6 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Ambient Room Noise
Realistic everyday background noise โ€” like a normal room or cafรฉ.
โœ… What was actually said
แˆ˜แ‰ธ แŠแ‹ แ‹จแˆšแˆตแ‰ฐแŠซแŠจแˆˆแ‹ แˆตแˆซ แˆตแˆ‹แˆˆแ‰ฅแŠ แ‰ถแˆŽ แ‰ขแˆ†แŠ•แˆแŠ แŒฅแˆฉ แŠแ‹
๐Ÿค– What this model heard
แˆˆแ‹ญแˆ แˆˆ แˆ‹ แ‰ แˆ แˆ‹แˆ แˆ แ‰ แˆ˜
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
7
Wrong
2
Missed
0
Extra
0%
Words right
Out of 9 spoken words, this model got 0 right (0%). Errors: 7 words wrong; 2 missed.

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