Torres moved to Guatemala and started a solo career recording his first album, "Algo especial" (Something Special) in 1976. In 1977 he released the album "Acariciame" (Caress Me), and he became better known in the 1980s. Years later, Torres moved to the United States. He lived in Colorado, California and finally Florida. In 1991 Torres had an artistic breakthrough when he released "Nada Se Compara Contigo". He was voted Songwriter of the Year by BMI in 1994.
Some of his more famous songs are "Amor Que Mata", "Hazme olvidarla", "La Única" (The Only One), "Lo Que Se Dice Olvidar", "Si Estuvieras Conmigo" (If you were here with me) and "Nada se compara contigo" (Nothing Compares to You), "A ti mi amor" (To you my love), "Te Olvidaré" (I´ll Forget You), "El último romántico" (The Last Romantic).
He sang a duet with the Mexican singer Marisela on the song "Mi amor por ti" (My Love for You), and also sang a duet with Selena on the song "Buenos amigos" (Good Friends), and in 1997 he recorded "Estaremos Juntos" (We Will Be together) a duet with Puerto Rican singer Millie Corretjer for her album Sola (Alone).