Lyric discussion by JohnsonNebraska 

Cover art for Ain't Gonna Rain Anymore lyrics by Nick Cave and the Bad Seeds

I agree with Songmeaningsuser, there's definitely something sinister about this song, especially in the delivery.

"Sometimes I swear I can still hear her howl"

Perhaps he killed her, and is haunted by the memory of her death?