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Official Repository for the paper Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach published in ECCV 2020 (https://arxiv.org/abs/2007.12553)

Home Page: http://chahuja.com/mix-stage

License: Other

Python 94.54% HTML 5.46%
generative-model gesture-generation multimodal style-transfer

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mix-stage's Issues

The experimental data issue

Hello ! Can it be appliable for the mesh data with .obj suffix and drive the mesh using the style in some videos or something?

Problem with installing requirements.txt

Have some problems when executing pip install -r requirements.txt. My current Python version is Python 3.11.9. Do I need to switch to an earlier version or install the latest libs not the version specified in requirements.txt or there's another approach I can use to resolve that?

Problems on loading data 'oliver/100992.h5'

Hi @chahuja,
Thanks for your impressive work on this, I really appreciate it.
While when I want to have a try of your codebase, it occurs the same problem on both training or inference by your pre-trained checkpoints like follows:

image

Actually, any case which involves the speaker "Oliver" would fail when training or inference. So could you please show me some suggestions on this?

I am looking forward to your reply.

Many thanks~

No module named pycasper

I followed the steps in the "Set Up Environment" section and a folder named pycasper was created. The problem is that this folder is outside "mix-stage" folder. So, files can't find the module. Should I transfer the pycasper directory inside "mix-stage" directory? Or should I transfer it to the model directory inside src directory inside "mix-stage"?

Error in sample.py

I downloaded the dataset for "cordon" and "lec_cosmic" only. I also downloaded the pretrained model and used the model:

exp_3659_cpk_JointLateClusterSoftStyle4_G_speaker_['corden',\ 'lec_cosmic']_model_JointLateClusterSoftStyle4_G_note_s2g_gst_mixgan15_weights.p

However, after the first model loads, it gives me this error:

/content/mix-stage/src/pycasper/BookKeeper.py:224: UserWarning: Counld not find results file
warnings.warn('Counld not find results file')
model.trainer.TrainerStyleClassifier selected
0% 0/10 [00:00<?, ?it/s]/content/drive/MyDrive/Gesture_Generation_Dataset/pats/data/processed/shelly/0.h5 pose/normalize
0% 0/10 [00:00<?, ?it/s]

Why does he need the speaker "shelly"?

This is the output:

image

Output of render.py

When I run render.py using one of the pretrained models, I get this output:
Results Loaded
100% 10/10 [00:05<00:00, 1.77it/s]
100% 10/10 [00:10<00:00, 1.03s/it]
100% 10/10 [00:04<00:00, 2.22it/s]

Does this mean that the program finished correctly? If yes, then what and where is the output?

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