Automated music composition and generation machine, systems and methods, and architectures that allow anyone, without possessing any knowledge of music theory or practice, or expertise in music or other creative endeavors, to instantly create unique and professional-quality music, synchronized to any kind of media content, including, but not limited to, video, photography, slideshows, and any pre-existing audio format, as well as any object, entity, and/or event, wherein the system user only requires knowledge of ones own emotions and/or artistic concepts which are to be expressed in a piece of music that will ultimately composed by the automated composition and generation system of the present invention.