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ISSN 2063-5346
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MELOSENSE: MELODIES BASED ON EMOTION USING AUTOMATIC FACIAL EXPRESSION ANALYSIS

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Prof. Liya Naiju, Vijay Kumar K, Rollapati Giri Prasad Reddy, Challa Nagendra Babu, Kovilampati Ashok, Udayendu panigrahi
» doi: 10.31838/ecb/2022.11.12.64

Abstract

Discover a revolutionary music experience that transcends traditional playlist creation. MeloSense is an innovative solution that automatically curates personalized playlists based on your mood, offering an immersive and captivating musical journey. Music deeply influences our daily lives and has seamlessly integrated into modern technology. However, the task of crafting extensive playlists can be overwhelming. MeloSense revolutionizes this process by intuitively selecting songs that harmonize with your emotional state. Our system harnesses the power of facial expressions to effortlessly curate playlists. By capturing and analyzing facial expressions using a built-in camera, MeloSense rapidly generates playlists, eliminating the need for manual effort and saving precious time. The system excels in both user-dependent and user-independent datasets, ensuring a truly personalized music experience. With an advanced real-time image detection algorithm, MeloSense achieves an impressive accuracy rate of approximately 85-90% for live images and an exceptional accuracy level of 98-100% for static images. This guarantees precise and reliable interpretation of your emotions. MeloSense redefines the boundaries of music recommendation systems by embracing the expressive language of facial expressions. Embark on an extraordinary adventure of music exploration tailored to your emotions, where MeloSense seamlessly synchronizes your inner world with a captivating playlist crafted exclusively for your mood. Here are some of MeloSense’s salient characteristics: • Your facial expressions are used by MeloSense to determine your current mood. MeloSense builds a playlist of music that is in tune with your mood depending on the songs that are now playing in the background. • High accuracy: MeloSense's accuracy rate ranges from 98 to 100% for static photos and between 85 and 90% for live images. You may therefore be certain that the music on your playlist will enhance your mood • Personalized experience: When curating playlists, MeloSense takes into consideration your unique preferences. As a result, you'll always receive a playlist that you'll like. • Easy to use: MeloSense is easy to use. Simply sit in front of the camera and let MeloSense do the work.

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