← All examples

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 Noise4Harsh Environment4Distant / Low-Volume Mic4Wideband Phone (VoLTE)6Randomized Phone Channel7Narrowband 2G + Packet Loss13

What did the model get wrong?

Ethio-ASR Amharic (600M) 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
ባር ነው ያለሁት ቴሌብል ተቋርጦብኛል ብልሽት ማስመስለት ተልጌ ነበር ስልኬ ዘጠኝመቶ አስር አንድስሰባ ሃያ ዘጠኝ አምስት ነው
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
9
Correct
9
Wrong
4
Missed
0
Extra
41%
Words right
Out of 22 spoken words, this model got 9 right (41%). Errors: 9 words wrong; 4 missed.

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