Where is the DINO self-supervised framework?

[speaker-lover]

Dear authors,

Thanks for this great work. In the paper, you proposed the RawNet3 architecture under the DINO self-supervised learning framework.
But in the code, i only see the RawNet3 architecture. I don‘t see the code for DINO self-supervised framework including loss function and training strategy.
So, is it that you haven't open sourced the DINO self-supervised framework or I missed it？

Looking forward to receiving your reply. Thanks.

[Jungjee]

Hi @yfchen97.
No we haven't open sourced the SSL part yet.

We had plans, however, we postponed it in order to match with another paper of ours entitledSelf-supervised curriculum learning for speaker verification.

Our implementation is also based on the official DINO repository: https://github.com/facebookresearch/dino.
If you can adapt its dataloader and other necessary parts towards audio, I expect you to achieve similar results using RawNet3 architecture.

[speaker-lover]

Thank you for reply. I think angleproto loss can be used as a self-supervised learning method, what do you think?

[speaker-lover]

I am interested in your new work and the paper Self-supervised curriculum learning for speaker verification. By the way, when are you going to open source about the new paper？ 在2022-07-11 ***@***.***写道： Hi @yfchen97. No we haven't open sourced the SSL part yet. We had plans, however, we postponed it in order to match with another paper of ours entitledSelf-supervised curriculum learning for speaker verification. Our implementation is also based on the official DINO repository: https://github.com/facebookresearch/dino. If you can adapt its dataloader and other necessary parts towards audio, I expect you to achieve similar results using RawNet3 architecture. — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you were mentioned.Message ID: ***@***.***>