โ† All examples

ModelEthio-ASR Amharic (600M)3Ethio-ASR Multi (300M)10Ethio-ASR Multi (600M)3Ethio-ASR Multi (94M)6Meta MMS-1B9OmniASR-CTC (1B)2OmniASR-CTC (300M)7OmniASR-CTC (3B)3OmniASR-LLM (1B)5OmniASR-LLM (300M)7OmniASR-LLM (3B)2OpenAI Whisper-small9
Audio qualityClean Studio5Ambient Room Noise4Harsh Environment10Distant / Low-Volume Mic4Wideband Phone (VoLTE)6Randomized Phone Channel7Narrowband 2G + Packet Loss14

What did the model get wrong?

Ethio-ASR Multi (300M) Harsh Environment   Example 6 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Harsh Environment
Very heavy background noise โ€” much harder than typical audio.
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
orm mahee nani takakala sabaas saallabbiin toolo bibamalee tora la
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
0
Correct
9
Wrong
0
Missed
1
Extra
0%
Words right
Out of 9 spoken words, this model got 0 right (0%). Errors: 9 words wrong; 1 extra.

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