Multi-channel signal processing involves the analysis and manipulation of signals from multiple sources or sensors to improve the quality and accuracy of the information extracted. It is widely used in applications such as audio processing, telecommunications, and medical imaging to achieve tasks like noise reduction, source separation, and spatial filtering.