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Doug Turnbull

Professor of Computer Science at Ithaca College

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Category: Research

The world of music exploding because of generative music.

Why Spotify Should Care About Local Music in the Coming Age of Generative Music

February 28, 2025 dougturnbull Localify, Research

Summary: With the rise of generative music, some listeners will increasingly value “authentic” music experiences with human artists who perform[…]

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Popularity Degradation bias plot.

Three Forms of Popularity Bias

September 18, 2023 dougturnbull Research

In our research on long-tail music recommendation, we have come across three distinct forms of popularity bias: In this post,[…]

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Measuring the Strength of Music Scenes @ ISMIR 2022

December 6, 2022 dougturnbull Publications, Research

Almost all of my research has focused on technical topics such as digital signal processing, machine learning, and recommendation algorithms.[…]

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Popularity bias in Steaming Music Services

Not Finding Popularity Bias in Recommendations from Music Streaming Services @ ISMIR 2022

December 4, 2022 dougturnbull Publications, Research

One of the emerging topics in machine learning research is “fairness” and “bias” in recommendation algorithms. For example, when a[…]

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Humane Music Recommendation Technology

Humane Music Recommendation Technology

November 23, 2021 dougturnbull Localify, Research

Localify.org has been designed to embrace the concept of humane technology. We do have an agenda but it is not[…]

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No Music No Life

The (Remote-First) JimiLab Summer ’20 Plan

June 2, 2020 dougturnbull Research

My favorite time of the year is late May and early June since: the spring semester is over at IC,[…]

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The JimiLab Summer ’19 Plan

May 21, 2019 dougturnbull Research

Many STEM faculty members at liberal arts college typically invite one or two undergraduate students to do summer research with[…]

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North East Music Informatics

February 9, 2019 dougturnbull Research

One of my favorite things to do each year is to take a couple of JimiLab students to my favorite one-day[…]

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Not running ISMIR in Paris

September 24, 2018 dougturnbull General, Research

Admittedly, I slept in this morning and missed the first oral session at 2018 International Society of Music Information Retrieval[…]

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Predicting Spotify Playlists

July 7, 2018 dougturnbull Research

Having returned from Singapore with a few months left in my sabbatical and without having MegsRadio to focus on, I[…]

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