1 Introduction  
2 Audio-visual Separation and Localization  
3 Audio-Visual Correspondence Learning  
4 Audio and Visual Generation  
5 Audio-Visual Representation Learning  
6 Recent Public Audio-Visual Datasets  
7 Discussion  
8 Conclusions  