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09/21/2023
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis
Generating multi-instrument music from symbolic music representations is...
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08/20/2023
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music
To model the periodicity of beats, state-of-the-art beat tracking system...
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08/10/2023
Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets
Soft dynamic time warping (SDTW) is a differentiable loss function that ...
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04/11/2023
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond
Many tasks in music information retrieval (MIR) involve weakly aligned d...
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10/13/2022
An Analysis Method for Metric-Level Switching in Beat Tracking
For expressive music, the tempo may change over time, posing challenges ...
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11/07/2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer
Attention-based Transformer models have been increasingly employed for a...
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10/26/2021
Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning
The deployment of machine listening algorithms in real-life applications...
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04/30/2020
Unsupervised Domain Adaptation for Acoustic Scene Classification Using Band-Wise Statistics Matching
The performance of machine learning algorithms is known to be negatively...
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03/26/2019
Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters
In this article we explore how the different semantics of spectrograms' ...
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02/12/2019