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blog > authors > Alexander Sigman
Alexander Sigman

Alexander Sigman

WIth a unique background in music composition + technology, cognitive science, and data science and extensive experience in machine learning R & D and software engineering, Alex Sigman has a passion for adding value to data, gaining actionable insights, and implementing innovative solutions through creative and effective problem solving. He is currently a Music Software Engineer at Amper Music, an AI-driven music technology startup whose products enable clients to generate customized music in seconds. Previously, he was a founding faculty member of the International College of Liberal Arts of Yamanashi Gakuin University in Kofu, Japan, a music professor at Keimyung University in South Korea, and a Digital Audio Technology and Digital Entrepreneurship instructor at Cogswell Polytechnical College in Sunnyvale, CA. He also collaborated with the Sound Perception and Design research team at IRCAM (Paris) on an interdisciplinary project dealing with the design and implementation of modified car alarm systems, and co-founded an arts education non-profit in Menlo Park, CA. Sigman earned a BA in Cognitive Science and a BM in Music from Rice University, graduating magna cum laude. He obtained his MA and doctorate in Music Composition from Stanford. In 2019, Sigman completed the NYCDSA data science boot camp.

Articles Contributed by Alexander Sigman

Capstone

Machine Listening and Music Production: A Discrimination-Generation Feedback Loop Using Amper Music and Icelandic Indie Audio Data

by Alexander Sigman
Aug 17, 2020
N.b.: This post pertains to a project completed in December 2019. The write-up and presentation corresponding to this...
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Machine Learning

Housing Price Predictions Using Advanced Regression Techniques

by Alexander Sigman and Youngmin Paul Cho
Jun 3, 2019
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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R Shiny

winedApp: Wine Recommendation and Data Analysis Web App

by Alexander Sigman
May 11, 2019
About  Don't wind up with the wrong wine at the wrong time: unwind with the world's best! winedApp...
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Data Visualization

Scraping Tokyo's Scrappy Venues: Tokyo Gig Guide Web Scraping Project

by Alexander Sigman
Apr 28, 2019
Introduction and Motivations For decades, the Tokyo area has been renowned for its unique, heterogeneous, and dynamic musical...
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