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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) |
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| Paper Title: | NEW MUSIC RECOMMENDATION MODEL DESIGN BASED ON EMOTIONAL FACE EXPRESSIONS |
| Authors Name: | Dr.D.J.Samatha naidu , K.Venkata Ramya , K.Reshma |
| Download E-Certificate: | Download |
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IJNRD_218875
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| Published Paper Id: | IJNRD2404637 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | We propose a new approach for playing music automatically using facial emotion. Most of the existing approaches involve playing music manually, using wearable computing devices, or classifying based on audio features. Instead, we propose to change the manual sorting and playing. We have used a Convolutional Neural Network for emotion detection. For music recommendations, Pygame & Tkinter are used. Our proposed system tends to reduce the computational time involved in obtaining the results and the overall cost of the designed system, thereby increasing the system’s overall accuracy. Testing of the system is done on the FER2013 dataset. Facial expressions are captured using an inbuilt camera. Feature extraction is performed on input face images to detect emotions such as happy, angry, sad, surprise, and neutral. Automatically music playlist is generated by identifying the current emotion of the user. It yields better performance in terms of computational time, as compared to the algorithm in the existing literature. |
| Keywords: | Component,formatting,style,styling,insert. |
| Cite Article: | "NEW MUSIC RECOMMENDATION MODEL DESIGN BASED ON EMOTIONAL FACE EXPRESSIONS ", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.g318-g323, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404637.pdf |
| Downloads: | 00027 |
| 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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Published Paper ID:IJNRD2404637 Registration ID: 218875 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: g318-g323 Country: -, -, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404637 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404637 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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