Sound Disks are found when tapping around Paris. After collecting them, you can listen to these tracks in the Gallery under the Audio tab. Note that the sound disks for optional rhythm games only become available after you completed them once. Additionally, the availability column indicates when the disk first becomes available to obtain.
*These disks are available in the Japanese version of the game only.