The disadvantages of this system is that it is not considering any human inputs like heartbeat or motion data which proves to be useful for detecting human emotions. The evaluation results demonstrate that the approach is effective.
Also, it checks for the freshness of songs so that songs feel fresh to users ear every time.The advantages of this system is that the approach which is used in this paper considered genre, recording year, freshness, favor and time pattern as factors to recommend songs.
The act that the user take on the current music played on the music player. Their goal was to recommend song that would favour the user based on This work was conducted by students of computer science at University of Miami, USA. One of the works was the creation of music recommendation system that recommends music based on the user behaviour. Apart from this the objective of the smart music player is to enhance the mood of the user from a bad state where the user could be in stressed out, anger, crying, feeling bad, depressed state etc., to a more good state where the user feels good and hence become happy, just with the help of some tweaks in users psychology unknowingly, which will be done by our application. Also, feedback and behaviour of the user for every music can be used to recommend music that will be more precise based on the conditions of the user and the music. Illusion, is a smart music player that recommend songs automatically based on the users current heart rate and the current activity level that the user is performing at any particular moment of time. Many a times this makes the user to change the current music track a number of times to suit his/her current emotional status, activity status and environment, which can create irritation for any user. Unfortunately, most of the products of music player applications recommend songs based on the users preference given explicitly or similarity between different musics. Also, the demand for better music player is rising day by day, which is one of the booming markets in every country. Most of the people around the world uses music player. Keywords Accelerometer Data, Music Player, Heart Rate, Emotion, Music Recommendation So, Illusion is a smart music player application, that will detect any users current heart rate data and his/her current activity status and thus music player will figure out the list of songs that can be played to better suit the user at any moment of time, automatically. It becomes annoying whenever the user has to change the playlist and current music a number of times, which most probably does not suit the users current mood, current activity, type of song user wants to listen at a particular moment of time, based on the environment, time, activity, etc.
It was observed that most of the music players in India just recommend songs based on the users behaviour or similarity between songs. Also, it is proven that listening to right kind of music at right time can shoot human emotions by changing human psychology and hence can make humans feel better and more relaxed. For many, listening to music is a fun activity, many use it to just relax, many use it for gym, exercise and running to boost their energy levels. For most users, listening to music is a distressing and feel good activity. Ravi Kumar1, Numer Mulla2, Dishank Gangar3ĭepartment of Computer Engineering, Shah and Anchor Kutchhi Engineering College Mahavir Education Trust Chowk, W.T Patil Marg, Chembur, Mumbai, Maharashtra 400088Ībstract Now a days music players are one of those applications that is always present in any users mobile phone.
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