Listen to That's My Desire online. That's My Desire is an English language song and is sung by Pee Wee Russell and The Alex Welsh Band. That's My Desire, from the album Pee Wee Russell with the Alex Welsh Band, was released in the year 2014. The duration of the song is 6:56. Download English songs online from JioSaavn.