Audio Latent Space Cartography

December 05, 2022 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Nicolas Jonason, Bob L. T. Sturm arXiv ID 2212.02610 Category cs.SD: Sound Cross-listed cs.LG, eess.AS Citations 0 Venue arXiv.org Last Checked 4 months ago
Abstract
We explore the generation of visualisations of audio latent spaces using an audio-to-image generation pipeline. We believe this can help with the interpretability of audio latent spaces. We demonstrate a variety of results on the NSynth dataset. A web demo is available.
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