Any very user friendly resources on the Baum-Welch algorithm?
A simple web search leads to a whole lecture by Christopher Lee. I did not watch it entirely, but it seems to be a slow, thorough take on the algorithm with an example walk-through on paper similar to the video you link (if longer).