| [Input Output] | |
| checkpoint_dir = ./training | |
| expression_basis_fname = ./training_data/init_expression_basis.npy | |
| template_fname = ./template/FLAME_sample.ply | |
| deepspeech_graph_fname = ./ds_graph/output_graph.pb | |
| face_or_body = body | |
| verts_mmaps_path = ./training_data/data_verts.npy | |
| raw_audio_path = ./training_data/raw_audio_fixed.pkl | |
| processed_audio_path = ./training_data/processed_audio_deepspeech.pkl | |
| templates_path = ./training_data/templates.pkl | |
| data2array_verts_path = ./training_data/subj_seq_to_idx.pkl | |
| [Audio Parameters] | |
| audio_feature_type = deepspeech | |
| num_audio_features = 29 | |
| audio_window_size = 16 | |
| audio_window_stride = 1 | |
| condition_speech_features = True | |
| speech_encoder_size_factor = 1.0 | |
| [Model Parameters] | |
| num_vertices = 10475 | |
| expression_dim = 50 | |
| init_expression = False | |
| num_consecutive_frames = 30 | |
| absolute_reconstruction_loss = False | |
| velocity_weight = 10.0 | |
| acceleration_weight = 0.0 | |
| verts_regularizer_weight = 0.0 | |
| [Data Setup] | |
| subject_for_training = speeker_oliver | |
| sequence_for_training = 0-00'00'05-00'00'10 1-00'00'32-00'00'37 2-00'01'05-00'01'10 | |
| subject_for_validation = speeker_oliver | |
| sequence_for_validation = 2-00'01'05-00'01'10 | |
| subject_for_testing = speeker_oliver | |
| sequence_for_testing = 2-00'01'05-00'01'10 | |
| [Learning Parameters] | |
| batch_size = 64 | |
| learning_rate = 1e-4 | |
| decay_rate = 1.0 | |
| epoch_num = 1000 | |
| adam_beta1_value = 0.9 | |
| [Visualization Parameters] | |
| num_render_sequences = 3 | |