Gaurav Iyer - Academia.edu (original) (raw)

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Papers by Gaurav Iyer

Research paper thumbnail of Recognizing Music Mood and Theme Using Convolutional Neural Networks and Attention

We present the UAI-CNRL submission to MediaEval 2020 task on Emotion and Theme Recognition in Mus... more We present the UAI-CNRL submission to MediaEval 2020 task on Emotion and Theme Recognition in Music. We make use of the ResNet34 architecture, coupled with a self-attention module to detect moods/themes in music tracks. The autotagging-moodtheme subset of the MTG-Jamendo dataset was used to train the model. We show that the proposed model outperforms the provided VGG-ish and popularity baselines.

Research paper thumbnail of Recognizing Music Mood and Theme Using Convolutional Neural Networks and Attention

We present the UAI-CNRL submission to MediaEval 2020 task on Emotion and Theme Recognition in Mus... more We present the UAI-CNRL submission to MediaEval 2020 task on Emotion and Theme Recognition in Music. We make use of the ResNet34 architecture, coupled with a self-attention module to detect moods/themes in music tracks. The autotagging-moodtheme subset of the MTG-Jamendo dataset was used to train the model. We show that the proposed model outperforms the provided VGG-ish and popularity baselines.

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