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06/14/2023
Combining piano performance dimensions for score difficulty classification
Predicting the difficulty of playing a musical score is essential for st...
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05/12/2023
Music Rearrangement Using Hierarchical Segmentation
Music rearrangement involves reshuffling, deleting, and repeating sectio...
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07/15/2022
PodcastMix: A dataset for separating music and speech in podcasts
We introduce PodcastMix, a dataset formalizing the task of separating ba...
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03/24/2022
Score difficulty analysis for piano performance education based on fingering
In this paper, we introduce score difficulty classification as a sub-tas...
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11/15/2021
Piano Fingering with Reinforcement Learning
Hand and finger movements are a mainstay of piano technique. Automatic F...
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09/30/2021
Assessing Algorithmic Biases for Musical Version Identification
Version identification (VI) systems now offer accurate and scalable solu...
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09/26/2021
Soundata: A Python library for reproducible use of audio datasets
Soundata is a Python library for loading and working with audio datasets...
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03/10/2020
Addressing multiple metrics of group fairness in data-driven decision making
The Fairness, Accountability, and Transparency in Machine Learning (FAT-...
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06/07/2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour
This document contains the outcome of the first Human behaviour and mach...
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01/04/2018