...what is measured is the average kinetic energy (mass times speed squared divided by two), so if you multiply by two times the Boltzmann constant divided by the particle's mass and take the square root, yes, you do get the particle speed (assuming all the particles have the same mass and speed, which they don't lol)

nice meme tho