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ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)3Ethio-ASR Multi (94M)5Meta MMS-1B8OmniASR-CTC (1B)2OmniASR-CTC (300M)5OmniASR-CTC (3B)0OmniASR-LLM (1B)4OmniASR-LLM (300M)2OmniASR-LLM (3B)2OpenAI Whisper-small13
Audio qualityClean Studio2Ambient Room Noise0Harsh Environment0Distant / Low-Volume Mic2Wideband Phone (VoLTE)0Randomized Phone Channel1Narrowband 2G + Packet Loss1

What did the model get wrong?

Ethio-ASR Amharic (600M) Harsh Environment   Example 11 of 20  ·  speaker: Female

🎧 Listen — Harsh Environment
Very heavy background noise — much harder than typical audio.
✅ What was actually said
እሽ በጣም ከፍተኛው ፍጥነት እስከ ስንት ይደርሳል ዋጋውስ
🤖 What this model heard
እሽ በጣም ከፍተኛው ፍጥነት እስከ ስንት ይደርሳል ዋጋውስ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
8
Correct
0
Wrong
0
Missed
0
Extra
100%
Words right
Out of 8 spoken words, this model got 8 right (100%). Errors: everything correct.

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