Deep Beat
DeepBeat is a free research project that generates rap lyrics by combining rhyming lines from existing rap songs. Created by Eric Malmi, Stephen Fenech and Pyry Takala and described in the DopeLearning paper (KDD 2016), it works in English or Finnish, takes optional keywords and can suggest the next rhyming line for your own verse.
Pros
- Free to use
- English and Finnish lyrics
- keyword-guided generation
- suggests rhyming lines for your own verses
- optional deep-learning setting
- backed by published research
Cons
- Lines are assembled from existing songs rather than written from scratch
- can take up to 30 seconds to warm up and may hit server limits
- research demo with a basic interface
Cost
Pricing unavailable
Verdict
A fun, free tool for rap fans and writers looking for rhyme ideas, rather than a production lyric-writing service.
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