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Cadenza 1 - Task 1 - Headphone

A person with a hearing loss is listening to music via headphones. They're not using their hearing aids.

The machine learning task is to decompose a stereo song into a VDBO (vocal, drums, bass and other) representation. This then allows a personalised remixing for the listener that has better audio quality. For example, for some music you might amplify the vocals to improve the audibility of the lyrics.

Papers

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The First Cadenza Signal Processing Challenge: Improving Music for Those With a Hearing LossCode0
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