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ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)5Ethio-ASR Multi (600M)2Ethio-ASR Multi (94M)3Meta MMS-1B8OmniASR-CTC (1B)0OmniASR-CTC (300M)4OmniASR-CTC (3B)0OmniASR-LLM (1B)4OmniASR-LLM (300M)0OmniASR-LLM (3B)2OpenAI Whisper-small13
Audio qualityClean Studio2Ambient Room Noise4Harsh Environment4Distant / Low-Volume Mic2Wideband Phone (VoLTE)4Randomized Phone Channel4Narrowband 2G + Packet Loss1

What did the model get wrong?

OmniASR-LLM (1B) Ambient Room Noise   Example 11 of 20  ·  speaker: Female

🎧 Listen — Ambient Room Noise
Realistic everyday background noise — like a normal room or café.
✅ What was actually said
እሽ በጣም ከፍተኛው ፍጥነት እስከ ስንት ይደርሳል ዋጋውስ
🤖 What this model heard
እሽ በጣም ከፍተኛው ፍጥነት እስከ ስንት ይደር ሳል ዋጋ ውስጥ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
6
Correct
2
Wrong
0
Missed
2
Extra
75%
Words right
Out of 8 spoken words, this model got 6 right (75%). Errors: 2 words wrong; 2 extra.

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