French music-streaming service Deezer is launching to the masses in the U.S. this week, stiffening the competition in an already-crowded market.

Deezer, which had about 6 million subscribers world-wide, already has some users in the U.S., where it has been available only to AT&T Inc.’s Cricket Wireless customers or on Sonos and Bose speaker systems.

Starting...