TimbreCLIP: Connecting Timbre to Text and Images

November 21, 2022 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Nicolas Jonason, Bob L. T. Sturm arXiv ID 2211.11225 Category cs.SD: Sound Cross-listed cs.LG, eess.AS Citations 6 Venue arXiv.org Last Checked 3 months ago
Abstract
We present work in progress on TimbreCLIP, an audio-text cross modal embedding trained on single instrument notes. We evaluate the models with a cross-modal retrieval task on synth patches. Finally, we demonstrate the application of TimbreCLIP on two tasks: text-driven audio equalization and timbre to image generation.
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