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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 Studio220Ambient Room Noise71Harsh Environment219Distant / Low-Volume Mic220Wideband Phone (VoLTE)18Randomized Phone Channel20Narrowband 2G + Packet Loss19

What did the model get wrong?

OpenAI Whisper-small 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
c c g hulet ዜሮ hulet thumbist and hulet and sabat hulet arath sabats and mint zero sabat japennarath
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
1
Correct
18
Wrong
0
Missed
0
Extra
5%
Words right
Out of 19 spoken words, this model got 1 right (5%). Errors: 18 words wrong.

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