Book titled Computational Analysis of Sound Scenes and Events, edited by Tuomas Virtanen, Mark D. Plumbley and Dan Ellis has been published. Book covers basic and advanced topics related to sound scene analysis.
I have contributed to two of the chapter in this book:
Chapter 2: The Machine Learning Approach for Analysis of Sound Scenes and Events, Toni Heittola, Emre Çakır, Tuomas Virtanen, pages 13-40
Chapter 6: Datasets and Evaluation, Annamaria Mesaros, Toni Heittola, Dan Ellis, pages 147-179