โ† All examples

ModelEthio-ASR Amharic (600M)2Ethio-ASR Multi (300M)6Ethio-ASR Multi (600M)6Ethio-ASR Multi (94M)5Meta MMS-1B9OmniASR-CTC (1B)4OmniASR-CTC (300M)7OmniASR-CTC (3B)5OmniASR-LLM (1B)7OmniASR-LLM (300M)4OmniASR-LLM (3B)0OpenAI Whisper-small9
Audio qualityClean Studio4Ambient Room Noise4Harsh Environment6Distant / Low-Volume Mic4Wideband Phone (VoLTE)5Randomized Phone Channel7Narrowband 2G + Packet Loss9

What did the model get wrong?

Ethio-ASR Multi (94M) Wideband Phone (VoLTE)   Example 6 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
แˆ˜แ‰ธ แАแ‹ แ‹จแˆšแˆตแ‰ฐแŠซแŠจแˆˆแ‹ แˆตแˆซ แˆตแˆ‹แˆˆแ‰ฅแŠ แ‰ถแˆŽ แ‰ขแˆ†แŠ•แˆแŠ แŒฅแˆฉ แАแ‹
๐Ÿค– What this model heard
amh แˆ˜แ‰ธ แАแ‹ แ‹จแˆšแˆตแ‰ฐแŠซแŠจแˆˆแ‹ แˆตแˆซ แˆตแˆ‹แˆˆแ‰ขแŠ•แ‰ถแˆŽแ‰ช แ‹จแˆ†แА แˆแŠ• แŒกแˆฉ แАแ‹
Correct
Wrong (different word)
Missed (skipped)
Extra (added)
5
Correct
4
Wrong
0
Missed
1
Extra
56%
Words right
Out of 9 spoken words, this model got 5 right (56%). Errors: 4 words wrong; 1 extra.

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