Project information

• Category: NLP-based Lyric Finder
• Technology: MERN, PyTorch, scikit-learn
• Project date: Apr 23
• Team Project: Individual Project
• Role: ML & Web Developer
• Project URL: Link

This MERN stack-based web application allows users to input a phrase and uses NLP and data science algorithms to search a database of song lyrics for songs that contain the given phrase.

The backend preprocesses the input phrase, identifies the relevant entities using NER, and matches the phrase with lyrics in the database using word embeddings or TF-IDF. The frontend displays the song titles and artist names, allowing users to explore the songs that contain the input phrase.