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Electronic musical instruments / Machine learning / Bayesian statistics / Supervised learning / Synthesizer / Mathematical model / Genetic algorithm / Hidden Markov model / Hyperparameter / Music / Statistics / Mathematics


Active Learning of Intuitive Control Knobs for Synthesizers Using Gaussian Processes Cheng-Zhi Anna Huang Harvard University [removed]
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Document Date: 2014-01-17 09:10:51

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City

F. Description / Haifa / /

Company

Neural Information Processing Systems / Neural Networks / MIT Press / Amp / International Computer Music / Intelligent Interactive Systems / /

Country

Israel / /

Currency

USD / /

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Facility

David Duvenaud University / Krzysztof Z. Gajos Harvard University / D. Building / /

IndustryTerm

audio processing parameters / machine learning algorithms / audio editing tools / data mining / active-learning algorithm / supervised learning algorithms / software synthesizers / re-ranking web images / compositional kernel search / expected utilities / sensor networks / path-informed model-based active-learning algorithm / model-based active learning algorithm / genetic algorithms / software synth / image search / appropriate tool / /

Organization

Harvard University / MIT / International Society / University of Cambridge / International Society for Music Information Retrieval Conference / Audio Engineering Society / /

Person

M. J. An / Keywords Intuitive / Brenton Partridge / C. Propose / Cheng-Zhi Anna Huang / Kenneth C. Arnold / /

Position

controller to quality 1 0 0 1 synthesizer controller synthesizer controller observations / D. J. / composer / controller to quality 1 E. FANTASIZED prob. / trained dynamic model for interactive music creation / Author / synthesizer controller / artist / synth controller / Major / representative / controller / King / /

Product

IPython / /

ProgrammingLanguage

Xpath / L / /

PublishedMedium

Computer Music Journal / Machine Learning / /

RadioStation

1 Wave / /

Technology

machine learning algorithms / supervised learning algorithms / path-informed model-based active-learning algorithm / GPS / active-learning algorithm / cloning / amplitude modulation / Machine Learning / Neural network / model-based active learning algorithm / data mining / frequency modulation / simulation / animation / variations Algorithm / /

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