Good Morning to You Productions Corp. had filed the suit in 2013, after it was threatened with a $150,000 penalty for using “Happy Birthday” sans permission in a documentary about the song.

In a stunning reversal of decades of copyright claims, a Los Angeles judge ruled that none of the companies that have collected royalties on the “Happy Birthday” song for thelast 80 years held ...