GhostWriter: Using an LSTM for Automatic Rap Lyric Generation

• DOI: 10.18653/v1/d15-1221
• Publication Date: 2015-12-15T16:53:04Z
• Authors: Peter Potash; Alexey Romanov; Anna Rumshisky
• Keywords: Lyrics; Template; Line (geometry)

This paper demonstrates the effectiveness of a Long Short-Term Memory language model in our initial efforts to generate unconstrained rap lyrics.The goal this is lyrics that are similar style given rapper, but not identical existing lyrics: task ghostwriting.Unlike previous work, which defines explicit templates for lyric generation, its own rhyme scheme, line length, and verse length.Our experiments show produces better "ghostwritten" than baseline model.