amirbar / speech2gesture

code for training the models from the paper "Learning Individual Styles of Conversational Gestures"
361 stars 41 forks source link

Training Procedure to Achieve Presented Results #9

Open dsf5644s6sdf opened 4 years ago

dsf5644s6sdf commented 4 years ago

Hi,

Thank you for your great work. In the paper you mentioned that you train for 300K/90K iterations with and without an adversarial loss, respectively, to achieve the results presented in Tables 1-3. I assume that you first run the train.py script with --epochs 1000 and --lambda_gan 1.0. Then, you select the best model and run the same script again with --epochs 300 and --lambda_gan 0. The best model of the second run should achieve the presented results. Is that assumption correct, or did you use a different approach?