• Natural Language Processing

    Neural Networks & A.I In Rap Lyrics

    DeepBeat is an algorithm for rap lyrics generation. Lyrics generation was formulated as an information retrieval task where the objective is to find the most relevant next line given the previous lines which are considered as query. The algorithm extracts three types of features of the lyrics—rhyme, structural, and semantic features— and combines them employing the RankSVM algorithm. For the semantic features, DeepBeat developed a deep neural network model, which was the single best predictor for the relevancy of a line. They quantitatively evaluated the algorithm with two measures. First, they evaluated prediction performance by measuring how well the algorithm predicts the next line of an existing rap song. An…