EMOTION BASED MUSIC PLAYER

The work presents described the development of Emotion Based Music Player, which is a computer application meant for all type of users, specifically the music lovers. Due to the troublesome workloads in songs selection, most people will choose to randomly play the songs in the playlist. As a resu...

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Main Author: TAN , SIEW CHING
Format: Final Year Project
Language:English
Published: UNIVERSITI TEKNOLOGI PETRONAS 2012
Online Access:http://utpedia.utp.edu.my/6334/1/TanSiewChing12873_finaldissertation.pdf
http://utpedia.utp.edu.my/6334/
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spelling my-utp-utpedia.63342017-01-25T09:40:16Z http://utpedia.utp.edu.my/6334/ EMOTION BASED MUSIC PLAYER TAN , SIEW CHING The work presents described the development of Emotion Based Music Player, which is a computer application meant for all type of users, specifically the music lovers. Due to the troublesome workloads in songs selection, most people will choose to randomly play the songs in the playlist. As a result, some of the songs selected not matching the users’ current emotion. Moreover, there is no commonly used music player which able to play the songs based on user’s emotion. The proposed model is able to extract user’s facial expression and thus detect user’s emotion. The music player in the proposed model will then play the songs according to the category of emotion detected. It is aimed to provide a better enjoyment to music lovers in music listening. The scope of emotions in the proposed model involve normal, sad, surprise and happy. The system involves the major of image processing and facial detection technologies. The input for this proposed model is the .jpeg format still images which available online. The performance of this model is evaluated by loading forty still images (ten for each emotion category) into the proposed model to test on the accuracy in detecting the emotions. Based on the testing result, the proposed model has the Recognition Rate of 85%. UNIVERSITI TEKNOLOGI PETRONAS 2012-09 Final Year Project NonPeerReviewed application/pdf en http://utpedia.utp.edu.my/6334/1/TanSiewChing12873_finaldissertation.pdf TAN , SIEW CHING (2012) EMOTION BASED MUSIC PLAYER. UNIVERSITI TEKNOLOGI PETRONAS, UNIVERSITI TEKNOLOGI PETRONAS. (Unpublished)
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Electronic and Digitized Intellectual Asset
url_provider http://utpedia.utp.edu.my/
language English
description The work presents described the development of Emotion Based Music Player, which is a computer application meant for all type of users, specifically the music lovers. Due to the troublesome workloads in songs selection, most people will choose to randomly play the songs in the playlist. As a result, some of the songs selected not matching the users’ current emotion. Moreover, there is no commonly used music player which able to play the songs based on user’s emotion. The proposed model is able to extract user’s facial expression and thus detect user’s emotion. The music player in the proposed model will then play the songs according to the category of emotion detected. It is aimed to provide a better enjoyment to music lovers in music listening. The scope of emotions in the proposed model involve normal, sad, surprise and happy. The system involves the major of image processing and facial detection technologies. The input for this proposed model is the .jpeg format still images which available online. The performance of this model is evaluated by loading forty still images (ten for each emotion category) into the proposed model to test on the accuracy in detecting the emotions. Based on the testing result, the proposed model has the Recognition Rate of 85%.
format Final Year Project
author TAN , SIEW CHING
spellingShingle TAN , SIEW CHING
EMOTION BASED MUSIC PLAYER
author_facet TAN , SIEW CHING
author_sort TAN , SIEW CHING
title EMOTION BASED MUSIC PLAYER
title_short EMOTION BASED MUSIC PLAYER
title_full EMOTION BASED MUSIC PLAYER
title_fullStr EMOTION BASED MUSIC PLAYER
title_full_unstemmed EMOTION BASED MUSIC PLAYER
title_sort emotion based music player
publisher UNIVERSITI TEKNOLOGI PETRONAS
publishDate 2012
url http://utpedia.utp.edu.my/6334/1/TanSiewChing12873_finaldissertation.pdf
http://utpedia.utp.edu.my/6334/
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score 13.160551