INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
ABSTRACT
The activities of the human brain are impacted by listening to music. An emotion-based music player equipped with an automated playlist can assist users in maintaining a particular emotional state. This study puts forward an emotion-based music player that generates playlists based on photographs taken of the user. Sorting a playlist manually and annotating songs based on the current emotion can be time-consuming and tedious. Several algorithms have been developed to automate this process, but they are slow, increase the system's cost by requiring additional hardware, and have low accuracy. This paper proposes an algorithm that not only automates the audio playlist generation process but also classifies newly added songs. The primary task is to determine the current mood of the individual and play music accordingly making the system more efficient, fast, and automatic. The ultimate objective is to reduce the overall computational time and cost of the system while improving its accuracy. The primary aim is to improve an individual's mood if it is negative, such as feeling sad or depressed. This model is validated by evaluating the system against both user-dependent and user-independent datasets.
Keywords:
Keywords— Convolution neural network, Long Short term memory, Emotion detection, audio classification, hidden layers, Max-pooling.
Cite Article:
"Emotion Based Music Player", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.g102-g104, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305611.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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