The research in audio signal processing has been dominated by speech research, but most of the sounds in our reallife environments are actually non-speech events such as cars passing by, wind, warning beeps, and animal sounds. These acoustic events contain much information about the environment and physical events that take place in it, enabling novel application areas such as safety, health mo...