  The goal of automatic sound event detection (SED) methods is to recognize
what is happening in an audio signal and when it is happening. In practice, the
goal is to recognize at what temporal instances different sounds are active
within an audio signal. This paper gives a tutorial presentation of sound event
detection, including its definition, signal processing and machine learning
approaches, evaluation, and future perspectives.
