Listen to I Didn't Know What Time It Was online. I Didn't Know What Time It Was is an English language song and is sung by Billie Holiday. I Didn't Know What Time It Was, from the album All My Best, was released in the year 2015. The duration of the song is 5:58. Download English songs online from JioSaavn.