Published Paper Details:

Human emotions are not uniform, they are the result of internal and external events that occur around the person. Music lovers and consumers can value music as a great way for people to express themselves. With the development of technology, there are more and more musicians and more and more people who love music, which leads to competition for music selection. Music recommendations have been around for a while, but they were mostly created after learning about users' tastes over time. People's emotions are well studied and invested, which will lead to many applications .Available systems vary by genre, artist, etc. Includes automatic creation of music playlists based on Another way is to manually sort music files into playlists. Recent problems include frequency estimation and similar music calculations. The QBSH (Question Singing and Humming) system determines a song using its content (key and tempo). But the problem with this option is that they take a long time and don't necessarily make the customer happy .The proposed method yielded very good results and paved the way for further research in this area