sainathadapa / mediaeval-2019-moodtheme-detection

4th position solution to the MediaEval - The 2019 Emotion and Themes in Music using Jamendo

Solution to the "MediaEval - The 2019 Emotion and Themes in Music using Jamendo" task

This repository contains our solution to the 2019 Emotion and Themes in Music using Jamendo task, part of MediaEval 2019.

Introduction

For details about the task, please follow the links:

• http://www.multimediaeval.org/mediaeval2019/music/
• https://multimediaeval.github.io/2019-Emotion-and-Theme-Recognition-in-Music-Task/

The solution is described in the report.

Submissions

Please check the submission folder for submissions. There are two submissions made:

• submission1 - MobilenetV2 + Data Augmentation
• submission2 - MobilenetV2 + Data Augmentation + Self Attention

Results

Please see https://multimediaeval.github.io/2019-Emotion-and-Theme-Recognition-in-Music-Task/results.

Citing and license

Authors:

• Manoj Sukhavasi
• Sainath Adapa

This work is licensed under the MIT License.