Open Access Open Access  Restricted Access Subscription Access

Feelchords – An Emotion Based Music Player

Arul Kumaran G, Abdul Azeem, Darshan N, Dhruva Doddamani, Jens Joy

Abstract


The proposed music player system leverages the power of React, a popular JavaScript library for building user interfaces, to create a dynamic and responsive music player. The user interacts with the application through a chatbot interface, providing input in the form of text messages or voice commands. This input is then processed using a sentiment analysis algorithm, which analyzes the emotional sentiment behind the user's input. Based on the sentiment analysis results, the music player suggests personalized music recommendations aligned with the user's emotions. Positive emotions, such as happiness or excitement, trigger suggestions of uplifting and energetic tracks, while negative emotions, such as sadness or anger, prompt the system to propose soothing or calming melodies. To ensure a seamless experience, the system incorporates an auto play-pause functionality that adjusts the music playback based on the user's preferences or detected emotions. The music player facilitates audio playback, providing the selected tracks to the user. By merging sentiment analysis, intelligent music suggestion, and chatbot capabilities, this React-based music player creates an immersive and personalized environment for users, empowering them to explore and enjoy music that resonates with their emotions.


Full Text:

PDF

References


Isha Shyam Repal, Sathvika Selvandurai, Prita K Patil, "Mood Therapist: Emotion Based Music Player", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 5, page no.169-172, May 2019, Available :http://www.jetir.org/papers/JETIRCS06038.pdf

Deshmukh, Shrikala. (2020). Mood Enhancing Music Player Based on Speech Emotion Recognition and Text Emotion Recognition. International Journal of Emerging Trends in Engineering Research. 8. 2770-2773. 10.30534/ijeter/2020/90862020.

Kamal Naina Soni, Kushagra Agrawal, Navni Pandya, Nupur Agrawal, Web Application for Emotion-based Music Player, International Journal for Research in Applied Science & Engineering Technology (IJRASET), ISSN: 2321-9653, Volume 9 Issue XII Dec 2021- Available at https://doi.org/10.22214/ijraset.2021.39143

React, “Installation”, https://react.dev/learn/installation

React Router, “Quick Start”, v5.reactrouter.com/core/guides/quick-start

Redux, “Installation”, https://redux.js.org/introduction/installation/

Firebase, “Firebase Authentication”, firebase.google.com/docs/auth

Eli Williamson, Jason Lengstorf, “A Step-by-Step Guide: Deploying on Netlify”, https://www.netlify.com/blog/2016/09/29/a-step-by-step-guide-deploying-on-netlify/


Refbacks

  • There are currently no refbacks.