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ModelEthio-ASR Amharic (600M)8Ethio-ASR Multi (300M)14Ethio-ASR Multi (600M)9Ethio-ASR Multi (94M)9Meta MMS-1B9OmniASR-CTC (1B)9OmniASR-CTC (300M)9OmniASR-CTC (3B)7OmniASR-LLM (1B)7OmniASR-LLM (300M)8OmniASR-LLM (3B)7OpenAI Whisper-small16
Audio qualityClean Studio4Ambient Room Noise1Harsh Environment3Distant / Low-Volume Mic2Wideband Phone (VoLTE)2Randomized Phone Channel1Narrowband 2G + Packet Loss8

What did the model get wrong?

Ethio-ASR Amharic (600M) Narrowband 2G + Packet Loss   Example 6 of 20  Β·  speaker: Male

🎧 Listen β€” Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression β€” worst-case stress test.
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
ቸው αŠα‹ α‹¨αˆšα‰°αŠ«αŠ¨αˆˆα‹ ለ αŒ₯αŠα‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
1
Correct
4
Wrong
4
Missed
0
Extra
11%
Words right
Out of 9 spoken words, this model got 1 right (11%). Errors: 4 words wrong; 4 missed.

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