Compiles a rap lines dataset - dataset scraped from rapgenius and built using scripts in "Data" folder. Uses seq2seq LSTM to generate fire bars after being given an input line of rap lyrics.
The model is trained by feeding one line of lyrics as inputs, with a matching output sentence that is ideally, on-topic & rhymes.
The current version of the model generates structured nonsense. But there are a few mods required that would really improve its performance.
A couple of less offensive generated lyric excerpts are shown below:
[INPUT] i told y'all about that fake love
[RapML] but if they up the whole screamin' i movin' with this one
Doesn't make sense, but it at least rhymes.
[INPUT] his palms are sweaty, knees weak, arms are heavy
[RapML] on the black of every of old bentley
Again, nonsense, but it rhymes.