NLP Techniques For Lyric Analysis And Its Use In Song Recommendations

Lyrics are a crucial element of a song. Though there have been studies in Music Information Retrieval(MIR) focusing on lyrics, they still remain under-appreciated. People also prefer songs based on lyrics meeting their personal and emotional needs. NLP techniques can be used to extract features like emotions, topics, structure, and complexity from lyrics which can help in song analysis.