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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 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) 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
amh ባህር ዳር ና ያለውት ቴሌብር ተቋርጦበኛል በልሽት ማስመዝገብ አልጊ ነበር ስልኬ ዜሮ ዘጣኝ አንድ አንድ ስድስት ሰባት ዜሮ ሁለት ዘጣኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
14
Correct
8
Wrong
0
Missed
1
Extra
64%
Words right
Out of 22 spoken words, this model got 14 right (64%). Errors: 8 words wrong; 1 extra.

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