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YifengMa9 avatar YifengMa9 commented on August 29, 2024

Thanks for your attention.
In our experiments, we found that the face shape of the speaker in the generated results becomes similar (distort) to the face shape of the speaker in the style reference video (style clip). (If you use style clips of different people, you might observe differences in face shapes). This is a limitation of our method. The solution is to choose a style clip with a face shape similar to that of the speaker.

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vardanagarwal avatar vardanagarwal commented on August 29, 2024

@YifengMa9 thanks for the quick reply.
Is there any way you would recommend creating the style video with the face I am using as the input image. I am fine with a neutral expression. Let me know if you have any pointers on that. Otherwise, I am going to try some experiments and will post the results here.

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YifengMa9 avatar YifengMa9 commented on August 29, 2024

Finding a suitable style clip and extracting features might be time-consuming and labor-intensive (requiring running 3DMM extraction code). One simple method I can think of is to set the --cfg_scale to a smaller number, such as 0 or 0.1. This will reduce the effect of the style clip, which you might want to try.

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vardanagarwal avatar vardanagarwal commented on August 29, 2024

Thanks for your help. The --cfg_scale does help but not to the extent I wanted. I'll close this issue for now, as you said that this currently I limitation of your method.

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