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02/10/2023
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers
Recently, symbolic music generation with deep learning techniques has wi...
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02/20/2022
towards automatic transcription of polyphonic electric guitar music:a new dataset and a multi-loss transformer model
In this paper, we propose a new dataset named EGDB, that con-tains trans...
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06/16/2021
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking
Due to advances in deep learning, the performance of automatic beat and ...
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08/04/2020
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling
Deep learning algorithms are increasingly developed for learning to comp...
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05/18/2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization
In a recent paper, we have presented a generative adversarial network (G...
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12/26/2019
Score and Lyrics-Free Singing Voice Generation
Generative models for singing voice have been mostly concerned with the ...
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05/28/2019
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation
We present in this paper PerformacnceNet, a neural network model we prop...
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03/06/2019