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ModelEthio-ASR Amharic (600M)1Ethio-ASR Multi (300M)4Ethio-ASR Multi (600M)2Ethio-ASR Multi (94M)4Meta MMS-1B9OmniASR-CTC (1B)2OmniASR-CTC (300M)3OmniASR-CTC (3B)3OmniASR-LLM (1B)2OmniASR-LLM (300M)3OmniASR-LLM (3B)2OpenAI Whisper-small18
Audio qualityClean Studio2Ambient Room Noise3Harsh Environment4Distant / Low-Volume Mic2Wideband Phone (VoLTE)4Randomized Phone Channel5Narrowband 2G + Packet Loss4

What did the model get wrong?

OmniASR-CTC (3B) Ambient Room Noise   Example 7 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‹จแŠขแŠ•แ‰ฐแˆญแŠ”แ‰ต แŒฅแ‰…แˆ แ‹ˆแ‹ญแˆ แ“แŠฌแŒ… แˆ˜แŒแ‹›แ‰ต แŠฅแ‰ฝแˆ‹แˆˆแˆ แ‹‹แŒ‹แ‹ แˆตแŠ•แ‰ต แАแ‹
๐Ÿค– What this model heard
แ‹จ แŠขแŠ•แ‰ฐแˆญแŠ”แ‰ต แŒฅแ‰…แˆ แ‹ˆแ‹ญแˆ แ“แŠฌแŒ… แˆ˜แŒแ‹›แ‰ต แ‰ตแ‰ฝแˆ‹แˆˆแˆ แ‹‹แŒ‹แ‹ แˆตแŠ•แ‰ต แАแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
7
Correct
2
Wrong
0
Missed
1
Extra
78%
Words right
Out of 9 spoken words, this model got 7 right (78%). Errors: 2 words wrong; 1 extra.

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