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ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)7Ethio-ASR Multi (600M)1Ethio-ASR Multi (94M)3Meta MMS-1B8OmniASR-CTC (1B)2OmniASR-CTC (300M)3OmniASR-CTC (3B)0OmniASR-LLM (1B)4OmniASR-LLM (300M)0OmniASR-LLM (3B)2OpenAI Whisper-small11
Audio qualityClean Studio2Ambient Room Noise0Harsh Environment2Distant / Low-Volume Mic2Wideband Phone (VoLTE)2Randomized Phone Channel2Narrowband 2G + Packet Loss8

What did the model get wrong?

OmniASR-CTC (1B) Wideband Phone (VoLTE)   Example 11 of 20  ·  speaker: Female

🎧 Listen — Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
✅ What was actually said
እሽ በጣም ከፍተኛው ፍጥነት እስከ ስንት ይደርሳል ዋጋውስ
🤖 What this model heard
እሽ በጣም ከፍተኛው ፍጥነት እስከስንት ይደርሳል ዋጋውስ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
6
Correct
1
Wrong
1
Missed
0
Extra
75%
Words right
Out of 8 spoken words, this model got 6 right (75%). Errors: 1 word wrong; 1 missed.

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