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Matthew E. P. Davies

On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations

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Jan 17, 2024
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Tempo estimation as fully self-supervised binary classification

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Jan 17, 2024
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Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search

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Jan 17, 2024
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Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music

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Aug 20, 2023
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Tempo vs. Pitch: understanding self-supervised tempo estimation

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Apr 14, 2023
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An Analysis Method for Metric-Level Switching in Beat Tracking

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Oct 13, 2022
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Symbolic music generation conditioned on continuous-valued emotions

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Mar 30, 2022
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On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks

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Nov 14, 2020
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