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08/30/2023
General Purpose Audio Effect Removal
Although the design and application of audio effects is well understood,...
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07/18/2023
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting
Jazz pianists often uniquely interpret jazz standards. Passages from the...
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06/09/2023
Reconstructing Human Expressiveness in Piano Performances with a Transformer Network
Capturing intricate and subtle variations in human expressiveness in mus...
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04/06/2023
Adoption of AI Technology in the Music Mixing Workflow: An Investigation
The integration of artificial intelligence (AI) technology in the music ...
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01/31/2023
An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation
Pitch and meter are two fundamental music features for symbolic music ge...
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04/18/2022
Differentiable Time-Frequency Scattering in Kymatio
Joint time-frequency scattering (JTFS) is a convolutional operator in th...
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11/16/2021
Zero-shot Singing Technique Conversion
In this paper we propose modifications to the neural network framework, ...
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11/16/2021
An Exploratory Study on Perceptual Spaces of the Singing Voice
Sixty participants provided dissimilarity ratings between various singin...
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09/24/2020
Timbre Space Representation of a Subtractive Synthesizer
In this study, we produce a geometrically scaled perceptual timbre space...
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09/06/2017
A Comparison on Audio Signal Preprocessing Methods for Deep Neural Networks on Music Tagging
Deep neural networks (DNN) have been successfully applied for music clas...
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06/07/2017
The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging
Deep neural networks (DNN) have been successfully applied to music class...
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09/14/2016
Convolutional Recurrent Neural Networks for Music Classification
We introduce a convolutional recurrent neural network (CRNN) for music t...
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08/17/2016
Towards Music Captioning: Generating Music Playlist Descriptions
Descriptions are often provided along with recommendations to help users...
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07/08/2016
Explaining Deep Convolutional Neural Networks on Music Classification
Deep convolutional neural networks (CNNs) have been actively adopted in ...
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06/07/2016