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ModelEthio-ASR Amharic (600M)11Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)3Meta MMS-1B19OmniASR-CTC (1B)3OmniASR-CTC (300M)14OmniASR-CTC (3B)0OmniASR-LLM (1B)0OmniASR-LLM (300M)0OmniASR-LLM (3B)0OpenAI Whisper-small220
Audio qualityClean Studio10Ambient Room Noise11Harsh Environment11Distant / Low-Volume Mic11Wideband Phone (VoLTE)10Randomized Phone Channel11Narrowband 2G + Packet Loss17

What did the model get wrong?

Ethio-ASR Amharic (600M) Distant / Low-Volume Mic   Example 1 of 20  ·  speaker: Female

🎧 Listen — Distant / Low-Volume Mic
Very quiet audio, like the microphone was far away or turned down.
✅ 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
ሲ ሲ ቲ ሁለት ሮ ሁለትለት አምስትምት አንድ ሁለትት አንድ ባ ሃያ አራትራ ሰባ ስምንት ሰባት ዘጠና አራትራ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
10
Wrong
1
Missed
0
Extra
42%
Words right
Out of 19 spoken words, this model got 8 right (42%). Errors: 10 words wrong; 1 missed.

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