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ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)6Meta MMS-1B22OmniASR-CTC (1B)12OmniASR-CTC (300M)13OmniASR-CTC (3B)11OmniASR-LLM (1B)4OmniASR-LLM (300M)6OmniASR-LLM (3B)4OpenAI Whisper-small196
Audio qualityClean Studio4Ambient Room Noise3Harsh Environment3Distant / Low-Volume Mic4Wideband Phone (VoLTE)4Randomized Phone Channel4Narrowband 2G + Packet Loss9

What did the model get wrong?

OmniASR-LLM (3B) Distant / Low-Volume Mic   Example 2 of 20  ·  speaker: Male

🎧 Listen — Distant / Low-Volume Mic
Very quiet audio, like the microphone was far away or turned down.
✅ 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
ባህርዳር ነው ያለውት ቴሌብር ተቋርጦብኛል ብልሽት ማስመዝገብ ፈልጌ ነበር ስልኬ ዜሮ ዘጠኝ አንድ አንድ ስድስት ሰባት ዜሮ ሁለት ዘጠኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
18
Correct
3
Wrong
1
Missed
0
Extra
82%
Words right
Out of 22 spoken words, this model got 18 right (82%). Errors: 3 words wrong; 1 missed.

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