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  Published Paper Details:

  Paper Title

AUDIO SONGS CLASSIFICATION METHODS BASED ON FACIAL EMOTION USING LOW AND HIGH LEVEL FEATURES

  Authors

  Nandanwar Sneha Ashok

  Keywords

Mood Models, Timbre, Tempo, SVM, KNN

  Abstract


Music is an amusing sound that leads us to experience peace and happiness. One of the fine arts today is music. Music digitalization provides us to access easily the different kinds of music. We often choose to listen to a song or music which best fits our mood at that moment, by means of features of music the mood of a song can be expressed. Most of the music software present today are lacking for providing the facility of mood-aware play-list generation. Manually choosing songs list suiting a specific mood or occasion by music listeners may be time consuming, that can be avoided by annotating songs with the relative emotion category. Here, work involves analysis of various features in order to learn, train and test the model representing the moods of the audio songs. Some of the basic components are to be considered for music emotion classification audio feature consists of feature set belong to groups dynamic, rhythmic, spectral, and harmonic. Support Vector Machine (SVM) is used as classifiers to classify the music mood recognition.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2005469

  Paper ID - 195097

  Page Number(s) - 3563-3567

  Pubished in - Volume 8 | Issue 5 | May 2020

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Nandanwar Sneha Ashok,   "AUDIO SONGS CLASSIFICATION METHODS BASED ON FACIAL EMOTION USING LOW AND HIGH LEVEL FEATURES", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 5, pp.3563-3567, May 2020, Available at :http://www.ijcrt.org/papers/IJCRT2005469.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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