This comes up everytime i post about this and most people agree with me that transpile means convert to a different source language. It is definitely a common use, but I realize it is a gray area.
Edit: Compiling def isn't wrong, but Transpiling is more descriptive to me as it indicates you're not going to assembly or machine language or something like that.