Keeping Interactive Music Between Multiple Scenes (Unity)

Is your player object being destroyed and recreated for each scene? Using DontDestroyOnLoad would allow you to keep an object alive across multiple scenes.
https://docs.unity3d.com/ScriptReference/Object.DontDestroyOnLoad.html