โ† All examples

ModelEthio-ASR Amharic (600M)0Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)7Ethio-ASR Multi (94M)5Meta MMS-1B7OmniASR-CTC (1B)0OmniASR-CTC (300M)4OmniASR-CTC (3B)0OmniASR-LLM (1B)3OmniASR-LLM (300M)2OmniASR-LLM (3B)2OpenAI Whisper-small7
Audio qualityClean Studio3Ambient Room Noise3Harsh Environment2Distant / Low-Volume Mic3Wideband Phone (VoLTE)6Randomized Phone Channel6Narrowband 2G + Packet Loss14

What did the model get wrong?

Ethio-ASR Multi (300M) Wideband Phone (VoLTE)   Example 14 of 20  ยท  speaker: Male

๐ŸŽง Listen โ€” Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
โœ… What was actually said
แŠฅแˆฝ แ‰ชแ‹ตแ‹ฎ แ‹ˆแ‹ญแˆ แˆ˜แˆ˜แˆชแ‹ซ แŠ แˆˆ แŠฅแŠ•แ‹ฐแ‰ต แŠฅแŠ•แ‹ฐแˆแŒ แ‰€แˆ
๐Ÿค– What this model heard
tir แŠฅแˆฝ แ‰ชแ‹ต แ‹ˆแ‹ญแŠ• แˆ˜แˆ˜แˆญแ‹ซ แŠ แˆ‹ แŠฅแŠ•แ‹ฐแ‰ต แŠฅแŠ•แ‹ณแˆแŒ แ‰€แˆ
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
2
Correct
5
Wrong
0
Missed
1
Extra
29%
Words right
Out of 7 spoken words, this model got 2 right (29%). Errors: 5 words wrong; 1 extra.

Try switching Audio quality โ€” see the same model degrade as the audio gets noisier.