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ModelEthio-ASR Amharic (600M)1Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)3Ethio-ASR Multi (94M)7Meta MMS-1B9OmniASR-CTC (1B)2OmniASR-CTC (300M)7OmniASR-CTC (3B)2OmniASR-LLM (1B)2OmniASR-LLM (300M)6OmniASR-LLM (3B)3OpenAI Whisper-small9
Audio qualityClean Studio7Ambient Room Noise7Harsh Environment7Distant / Low-Volume Mic7Wideband Phone (VoLTE)7Randomized Phone Channel7Narrowband 2G + Packet Loss9

What did the model get wrong?

OmniASR-CTC (300M) Randomized Phone Channel   Example 6 of 20  Β·  speaker: Male

🎧 Listen β€” Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
βœ… What was actually said
αˆ˜α‰Έ αŠα‹ α‹¨αˆšαˆ΅α‰°αŠ«αŠ¨αˆˆα‹ ሡራ αˆ΅αˆ‹αˆˆα‰₯ኝ α‰ΆαˆŽ α‰’αˆ†αŠ•αˆαŠ αŒ₯ሩ αŠα‹
πŸ€– What this model heard
αˆ˜α‰ΈαŠ• α‹¨αˆšαˆ΅α‰°αŠ«αŠ¨αˆˆα‹ αˆ΅αˆ«αˆ΅αˆ‹αˆˆ α‰’αŠ• α‰°αˆ†αˆŽα‰₯ α‹¨αˆ†αŠαŠ• ሊኝ αŒ₯ሩ αŠα‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
2
Correct
7
Wrong
0
Missed
0
Extra
22%
Words right
Out of 9 spoken words, this model got 2 right (22%). Errors: 7 words wrong.

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