To be fair, Kulthum was as close to royalty as a singer could get in a culture where women in the arts were still rare.

Abstract: Forecasting tasks involving multi-channel time series data pervade numerous practical applications and have attracted significant attention. Spatio-temporal graph neural network models for ...

From tongue-in-cheek antics poking fun at the music industry to heartfelt odes to salsa, here's what we loved this year.