Please visit the following link to access the demo version Song Recommender with NLP
Have you ever listened to a song and liked it overall, but felt that certain features could be improved? Maybe the chorus was too loud, the energy level wasn't quite right, or there were either too many or too few words. I've had those experiences too, and that's what inspired me to create a song recommender based on user reviews.
The process is straightforward: simply type in the name of a song or choose a random one, then enter your review. The recommender will analyze your review using ChatGPT and utilize the Spotify API to generate personalized song recommendations. It's an exciting way to enhance your music discovery and tailor the recommendations to your specific preferences.
Although it's important to note that the dataset used for training the model was relatively small (170k), the recommender still aims to provide valuable suggestions. While it may not reach its full potential due to the limited data, it serves as a starting point for exploring new songs that align with your individual tastes.
So, if you're looking to fine-tune your music experience and discover songs that better match your preferences, give this song recommender a try. Enter your review, and let the algorithm work its magic to recommend songs that you're more likely to enjoy.