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ModelEthio-ASR Amharic (600M)13Ethio-ASR Multi (300M)20Ethio-ASR Multi (600M)12Ethio-ASR Multi (94M)16Meta MMS-1B22OmniASR-CTC (1B)5OmniASR-CTC (300M)13OmniASR-CTC (3B)10OmniASR-LLM (1B)8OmniASR-LLM (300M)6OmniASR-LLM (3B)9OpenAI Whisper-small22
Audio qualityClean Studio6Ambient Room Noise7Harsh Environment9Distant / Low-Volume Mic6Wideband Phone (VoLTE)9Randomized Phone Channel10Narrowband 2G + Packet Loss16

What did the model get wrong?

Ethio-ASR Multi (94M) Narrowband 2G + Packet Loss   Example 2 of 20  ·  speaker: Male

🎧 Listen — Narrowband 2G + Packet Loss
Heavy background noise plus phone-call compression — worst-case stress test.
✅ What was actually said
ባህር ዳር ነው ያለሁት ኢንተርኔት ተቋርጦብኛል ብልሽት ማስመዝገብ ፈልጌ ነበር ስልኬ ዜሮ ዘጠኝ አንድ አንድ ስድስት ሰባት ዜሮ ሁለት ዘጠኝ አምስት ነው
🤖 What this model heard
amh በላነ ያለት ተቋርጥብኛል ሽር ማት መስረልቂ ነጠር ስልጌ ሩጣይ አንድ አንድ ስብት ሰባት ሁለት በጣኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
6
Correct
14
Wrong
2
Missed
0
Extra
27%
Words right
Out of 22 spoken words, this model got 6 right (27%). Errors: 14 words wrong; 2 missed.

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