InstrumentGen: Generating Sample-Based Musical Instruments From Text

November 07, 2023 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Shahan Nercessian, Johannes Imort arXiv ID 2311.04339 Category eess.AS: Audio & Speech Cross-listed cs.LG, cs.SD Citations 5 Venue arXiv.org Last Checked 3 months ago
Abstract
We introduce the text-to-instrument task, which aims at generating sample-based musical instruments based on textual prompts. Accordingly, we propose InstrumentGen, a model that extends a text-prompted generative audio framework to condition on instrument family, source type, pitch (across an 88-key spectrum), velocity, and a joint text/audio embedding. Furthermore, we present a differentiable loss function to evaluate the intra-instrument timbral consistency of sample-based instruments. Our results establish a foundational text-to-instrument baseline, extending research in the domain of automatic sample-based instrument generation.
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