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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
Music Recommendation System based on Facial Expression and Speech
Authors
Mrunmayee Shewale, Sahil Sinha, Prof. Satyajit Sirsat
Keywords
Face Recognition, Feature extraction, Emotion detection, Convolutional Neural Network, Pygame
Abstract
We propose a new approach for playing music automatically using facial emotion Current methods often involve manually recording music, using computer-based tools, or classifying sounds. Instead, we recommend manually changing the way you rank and play. We use convolutional neural networks for emotion recognition. Pygame and Tkinter are available for down load. Our proposed method will reduce the calculation time as well as reduce the total cost of obtaining results and building the system, thus improving the overall accuracy of the system. The testing was done on the FER2013 dataset. Capture face with built in camera. Feature extraction is performed on facial images to direct emotions such as happiness, anger, sadness, surprise and neutrality
IJCRT's Publication Details
Unique Identification Number - IJCRTAF02080
Paper ID - 260992
Page Number(s) - 397-401
Pubished in - Volume 12 | Issue 5 | May 2024
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Mrunmayee Shewale, Sahil Sinha, Prof. Satyajit Sirsat, "Music Recommendation System based on Facial Expression and Speech", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 5, pp.397-401, May 2024, Available at :http://www.ijcrt.org/papers/IJCRTAF02080.pdf
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Volume 12 | Issue 7
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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