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ModelEthio-ASR Amharic (600M)7Ethio-ASR Multi (300M)17Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)10Meta MMS-1B22OmniASR-CTC (1B)6OmniASR-CTC (300M)5OmniASR-CTC (3B)5OmniASR-LLM (1B)4OmniASR-LLM (300M)5OmniASR-LLM (3B)4OpenAI Whisper-small22
Audio qualityClean Studio6Ambient Room Noise4Harsh Environment4Distant / Low-Volume Mic4Wideband Phone (VoLTE)6Randomized Phone Channel7Narrowband 2G + Packet Loss13

What did the model get wrong?

Ethio-ASR Amharic (600M) Randomized Phone Channel   Example 2 of 20  ·  speaker: Male

🎧 Listen — Randomized Phone Channel
Phone-call audio with random extra distortions layered on top.
✅ 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
ባህር ዳር ነው ያለሁት ቴሌብል ተቋርጦብኛል ብልሽት ማስመዝገብ ፈልጌ ነበር ስልኬ ዘጠኝመቶ አስር ስድስት ሽህ ሰባትመቶ ሁለት ዘጠኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
15
Correct
5
Wrong
2
Missed
0
Extra
68%
Words right
Out of 22 spoken words, this model got 15 right (68%). Errors: 5 words wrong; 2 missed.

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