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Author/Affiliation: Inten Yasmina
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Open AccessArticle
6 Pages, 648 KB Download PDF

Indonesian Music Emotion Recognition Based on Audio with Deep Learning Approach

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 716–721, 2021; DOI: 10.25046/aj060283
Abstract:

Music Emotion Recognition (MER) is a study to recognize emotion in a music or song. MER is still challenging in the music world since recognizing emotion in music is affected by several features; audio is one of them. This paper uses a deep learning approach for MER, specifically Convolutional Neural Network (CNN) and Convolutional Recurrent…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))
Open AccessArticle
5 Pages, 781 KB Download PDF

Food Price Prediction Using Time Series Linear Ridge Regression with The Best Damping Factor

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 2, Page # 694–698, 2021; DOI: 10.25046/aj060280
Abstract:

Forecasting food prices play an important role in livestock and agriculture to maximize profits and minimizing risks. An accurate food price prediction model can help the government which leads to optimization of resource allocation. This paper uses ridge regression as an approach for forecasting with many predictors that are related to the target variable. Ridge…

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(This article belongs to Section Artificial Intelligence in Computer Science (CAI))

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