WASHINGTON—Sen. Al Franken, D-Minn., officially resigned in a speech on the Senate floor Thursday amid multiple allegations of sexual misconduct.

Franken’s resignation comes the day after several dozen of his Democratic colleagues called for the Minnesota Democrat to step aside.