The song is by Tony Carey, and is off his 1982 album of the same name. Carey got his big break when he was invited to play keyboards in Rainbow, and later he tried to jump start a solo career. I was surprised to learn that the single actually charted, reaching #79 on the charts -- it turns out that Carey had four charting singles in 1983 and 1984, including two top 40 hits ("The First Day of Summer" and "A Fine Fine Day"). Savvy readers may also recall that he co-founded Planet P Project as an outlet for his more unusual work; the video for "Why Me?" was featured on ERV in August 2012.
Carey's fortunes waned in the mid-1980's, although he remains active in the industry to the present day.