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ModelEthio-ASR Amharic (600M)10Ethio-ASR Multi (300M)16Ethio-ASR Multi (600M)8Ethio-ASR Multi (94M)16Meta MMS-1B19OmniASR-CTC (1B)0OmniASR-CTC (300M)1OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small18
Audio qualityClean Studio4Ambient Room Noise3Harsh Environment6Distant / Low-Volume Mic3Wideband Phone (VoLTE)16Randomized Phone Channel8Narrowband 2G + Packet Loss19

What did the model get wrong?

Ethio-ASR Multi (94M) Wideband Phone (VoLTE)   Example 1 of 20  ·  speaker: Female

🎧 Listen — Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
✅ What was actually said
ሲ ሲ ቲ ሁለት ዜሮ ሁለት አምስት አንድ ሁለት አንድ ሰባት ሁለት አራት ሰባት ስምንት ዜሮ ሰባት ዘጠኝ አራት
🤖 What this model heard
amh ሲs t ሁለትለት ዜሮ ሁuለት አምስት አንት ለት አድ ሰራት ሁuለት ራት ሰaትን ዜሮ ሰaዳት ዘeዘጠኝኛ ራት
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
3
Correct
15
Wrong
1
Missed
0
Extra
16%
Words right
Out of 19 spoken words, this model got 3 right (16%). Errors: 15 words wrong; 1 missed.

Try switching Audio quality — see the same model degrade as the audio gets noisier.