This website was created to help people improve their American English pronunciation. At the core is a series of videos explaining in detail how each sound is created, as well as a blog.

Speech Analysis Software:
Praat - free download

Though I highly recommend learning via video :), sometimes a book is a nice resource to have. I especially like this one:

See Rachel's complete list of recommendations.