[yorwba]

The tool uses ffmpeg to load the video, and according to the "anatomy" section it's based on mel-frequency cepstral coefficients, so it's only using the audio to do the alignment.

Feeding it an mp3 might "just work".

[icer2020]

Yes, subaligner should work for audio files as it does for video files.