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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 Studio5Ambient Room Noise2Harsh Environment2Distant / Low-Volume Mic5Wideband Phone (VoLTE)4Randomized Phone Channel2Narrowband 2G + Packet Loss9

What did the model get wrong?

OmniASR-CTC (1B) Wideband Phone (VoLTE)   Example 6 of 20  Β·  speaker: Male

🎧 Listen β€” Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
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‹ α‹¨αˆšαˆ΅α‰°αŠ«αŠ¨αˆˆα‹ ሡራ αˆ΅αˆ‹αˆˆα‰₯ኝ α‰΅αˆˆα‹ α‰’αˆ†αŠαˆαŠ αŒ₯ሩ αŠα‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
3
Wrong
1
Missed
0
Extra
56%
Words right
Out of 9 spoken words, this model got 5 right (56%). Errors: 3 words wrong; 1 missed.

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