"To dictate" -> someone reads aloud for the purpose of someone else to write it down. e.g. "I dictated a letter to my secretary." (... and virtually nobody does this anymore in the age of computers!)
"To transcribe" -> I transcribed the audio from the tape/video -> I wrote down exactly what I heard on the tape/video.