JVC was established in Yokohama, Japan in 1927 as the Japanese subsidiary of the U.S. firm Victor Talking Machine Company. Therefore I think we can safely assume that it stands for "Japan Victor Company"
Yes, I agree with rja21107. But it was also known once at some stage in the Sixties as 'The Victor Company of Japan. My uncle once owned a radio (wireless) with that logo on it.