Efficacy of Artificial Intelligence-Generated Music Therapy in Reducing Dental Anxiety Among Adults Undergoing Impacted Third Molar Extraction

"The music was generated using a beta version of the RIFFUSION program, which is still in its development phase and being refined based on user input. This software operates using neural networks similar to Generative Adversarial Networks (GANs), known as diffusion models. These models begin with random noise and gradually transform it into a musical composition through a process that involves two phases: a diffusion phase-where an existing musical sample is disordered by adding random noise-and a reverse phase, in which the noise is removed to reconstruct a new and distinct musical piece.~The prompt entered into the program was: Relaxing slow music for people with great stress and extreme anxiety and panic caused by dental surgery with effects of wind and waterfall. A total of 20 songs were generated and merged to achieve a combined duration of 49.20 minutes."