Tatoe Anata wo Wasurete mo

Kono Miri is a young lady who moved from Tokyo to Kobe after failing her dream to become pianist. While being depressed about her life, Miri meets Aoki Sora, a man who runs a kitchen car business while suffering from dissociative amnesia, a disorder that causes people to lose their memories.
(Source: DramaWiki)