Lightning1.x upgrade and HuggingFace's model hub

Highlights

• Finally upgrade to Lightning 1.x. Have a look at their docs to see what's new! In particular, callbacks and logging have changed a bit, for the better 😉
• Migration from the Zenodo hub to the HuggingFace's model hub, we even have a tag and a Use in Asteroid button, this is great! 🤩 Huge thanks to the HuggingFace team and @julien-c in particular. 🙏

Changelog

Added

• [hub] Support for huggingface model hub 🎉 (#377)
• [hub] List asteroid models HF's hub (#382)
• [install] Deduplicate version number (#388)

Changed

• [docs] Migrate to asteroid-team (#369)
• [src] Import BaseModel from .models
• [src] Upgrade Lightning to 1.x (#371)

Fixed

• [install] Fix old STFT model loading (thanks @popcornell)
• [hub] Fix torch.hub tests Add new dependencies from #377
• [src] bug in attention.py due to mha input shape (#381)
• [src] Hopefully fixes DPTNet this time (#383)
• [src] Remove call to super().training_step() (#395)

Thanks to all the contributors: @jonashaag, @popcornell, @julien-c, @iver56, @lubacien, @cliffzhao and the issue creators and bug-reporters 🙏