โ† All examples

ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)5Meta MMS-1B9OmniASR-CTC (1B)4OmniASR-CTC (300M)7OmniASR-CTC (3B)5OmniASR-LLM (1B)7OmniASR-LLM (300M)4OmniASR-LLM (3B)0OpenAI Whisper-small9
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 Wideband Phone (VoLTE)   Example 6 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
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‹ญแˆต แˆˆ แˆ‹ แ‰ แˆ แˆ‹แˆ แ‰ แˆ˜
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
6
Wrong
3
Missed
0
Extra
0%
Words right
Out of 9 spoken words, this model got 0 right (0%). Errors: 6 words wrong; 3 missed.

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