There were reports that the CBFC chief has seen "Padmavati" and found nothing objectionable with the film.
The film, starring Deepika Padukone, Ranveer Singh and Shahid Kapoor in lead roles, is mired in controversy with various fringe factions and political leaders blaming the director for "distorting historical facts".
In a text message to PTI, Joshi said, "The speculative reports a few publications are carrying about I having watched 'Padmavati' are absolutely baseless and untrue. I have not watched the film nor expressed any views regarding it."
"The film will follow the due process at CBFC (the Central Board of Film Certification)," Joshi added.
The movie is slated to be released on December 1.