โ† All examples

ModelEthio-ASR Amharic (600M)5Ethio-ASR Multi (300M)8Ethio-ASR Multi (600M)5Ethio-ASR Multi (94M)3Meta MMS-1B12OmniASR-CTC (1B)0OmniASR-CTC (300M)1OmniASR-CTC (3B)0OmniASR-LLM (1B)1OmniASR-LLM (300M)1OmniASR-LLM (3B)0OpenAI Whisper-small12
Audio qualityClean Studio3Ambient Room Noise4Harsh Environment2Distant / Low-Volume Mic3Wideband Phone (VoLTE)8Randomized Phone Channel13Narrowband 2G + Packet Loss15

What did the model get wrong?

Ethio-ASR Multi (300M) Wideband Phone (VoLTE)   Example 18 of 20  ยท  speaker: Female

๐ŸŽง Listen โ€” Wideband Phone (VoLTE)
Compressed, narrow-band audio like a regular phone call.
โœ… What was actually said
แ‰แŒฅแˆฌ แ‹œแˆฎ แ‹˜แŒ แŠ แŠ แˆแˆตแ‰ต แŠ แŠ•แ‹ต แŠ แŠ•แ‹ต แˆตแˆแŠ•แ‰ต แŠ แˆแˆตแ‰ต แŠ แŠ•แ‹ต แŠ แˆซแ‰ต แŠ แŠ•แ‹ต แАแ‹
๐Ÿค– What this model heard
amh แ‰แŒฅแˆญแŠ• แ‹จแˆฎ แ‹˜แŒ แ‹ญแˆ แŠ แŠ–แ‹แˆตแ‹ต แŠ แŠ•แ‹ต แŠ แŠ‘แ‹ต แˆตแŠ•แ‰ต แŠ แŠ–แ‰ต แŠ แŠ•แ‹ต แŠ แˆซแ‰ต แŠ แŠ•แ‹ต แАแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
7
Wrong
0
Missed
1
Extra
42%
Words right
Out of 12 spoken words, this model got 5 right (42%). Errors: 7 words wrong; 1 extra.

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