DeepBeat

DeepBeat is a program which uses machine learning techniques to generate rap lyrics by combining lines from existing rap songs. It tries to combine lines which rhyme and make sense together. For details, you can read our research paper titled "DopeLearning: A Computational Approach to Rap Lyrics Generation". This service was created by Eric Malmi, Stephen Fenech, and Pyry Takala. We'd love to hear your feedback which you can send to deepbeatai@gmail.com. Happy rapping!

DeepBeat provides an interactive interface to generate lyrics, edit settings, and manage keywords that must appear in the output. Users can hit Generate lyrics to fill lines automatically or craft lines manually with suggestions. The tool includes a mechanism to edit settings in the upper-right corner and to add keywords that influence the generated content.

It encourages feedback via email and shares information about its research backing.

Users access DeepBeat to create rap lyrics, using features like keyword inclusion, suggested rhyming lines, and the option to generate lyrics with a single action, while noting ongoing updates and historical news about its availability.

Use cases

• Generate lyrics quickly by filling all lines at once