All training data can be found in http://mocap.cs.cmu.edu, subject 5.
Training data set 1:
Trials 18 and 20 (dance - attitude/arabesque, jete en tourant, bending back).
CRBM 200 hidden units
CRBM 400 hidden units
GPDM
Training data set 2:
Trials 9 and 10 (dance - glissade devant, glissade derriere, attitude/arabesque).
CRBM 400 hidden units
GPDM
Training data set 3:
Selected 2500 frames from trials 1, 2, 3, 5, 6, 7, 8, 9, 11, 12, 13, 14, 16, 20.
CRBM 800 hidden units
CRBM 800 hidden units (different starting state)