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ModelEthio-ASR Amharic (600M)4Ethio-ASR Multi (300M)10Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)9Meta MMS-1B22OmniASR-CTC (1B)6OmniASR-CTC (300M)7OmniASR-CTC (3B)6OmniASR-LLM (1B)4OmniASR-LLM (300M)6OmniASR-LLM (3B)3OpenAI Whisper-small22
Audio qualityClean Studio14Ambient Room Noise5Harsh Environment7Distant / Low-Volume Mic13Wideband Phone (VoLTE)5Randomized Phone Channel5Narrowband 2G + Packet Loss13

What did the model get wrong?

OmniASR-CTC (300M) Harsh Environment   Example 2 of 20  ·  speaker: Male

🎧 Listen — Harsh Environment
Very heavy background noise — much harder than typical audio.
✅ 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
በ አርዳር ነው ያለውት ቴሌብር ተቋርጦብኛል እልሽት ማስመስገብ አልቂ ነበር ስልኬ ዜሮ ዘጠኝ አንድ አንድ ስድስት ሰባት ዜሮ ሁለት ዘጠኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
15
Correct
7
Wrong
0
Missed
0
Extra
68%
Words right
Out of 22 spoken words, this model got 15 right (68%). Errors: 7 words wrong.

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