Andrew  Rouditchenko

Andrew Rouditchenko

Scholar Title

Undergraduate Research and Innovation Scholar

Research Title

The Sound of Pixels





Research Areas
  • Artificial Intelligence & Machine Learning

Josh H. McDermott


Our research focuses on developing machine learning models that learn the relationships between vision and sound. In the first part of our project, we aim to make a model that will predict scene segmentations by listening to stereo audio. In another part of our project, we aim to make a model that separates multiple audio sources in the same video. This work has numerous applications that range from improving audio smart devices to enhancing recorded videos.


Through this SuperUROP, I aim to have a quality research experience combining my passions for computer science and audio technology. I will apply the skills I have learned from courses in machine learning, signals and systems, and music technology. I am interested in pursuing a graduate degree in computer science and I hope to use this experience to refine my research interests and develop relationships in the research community.

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