These studies illustrate how deep learning is redefining the capabilities of audio processing systems by integrating novel signal representations with adaptive model designs.

This Collection invites research in AI applications for audio and video processing, focusing on novel architectures, cross-modal learning, performance optimization, and real-world applications.