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Best of Machine Learning
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Can machines dream while listening to music? Is it possible to turn music into images in a meaningful way? deepsing was born to materialize our idea of translating audio to images inspired by Futurama Holophoner. In this way, deepsing is able to autonomously generate visual stories which convey the emotions expressed in songs. The process of such music-to-image translation poses unique challenges, mainly due to the unstable mapping between the different modalities involved in this process. To overcome these limitations, deepsing employs a trainable cross-modal translation method, leading to a deep learning method for generating sentiment-aware visual stories.
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