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09/17/2023
Zero- and Few-shot Sound Event Localization and Detection
Sound event localization and detection (SELD) systems estimate direction...
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08/14/2023
The Sound Demixing Challenge 2023 x2013 Music Demixing Track
This paper summarizes the music demixing (MDX) track of the Sound Demixi...
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05/11/2023
Extending Audio Masked Autoencoders Toward Audio Restoration
Audio classification and restoration are among major downstream tasks in...
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02/27/2023
Cross-modal Face- and Voice-style Transfer
Image-to-image translation and voice conversion enable the generation of...
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10/20/2022
Robust One-Shot Singing Voice Conversion
Many existing works on singing voice conversion (SVC) require clean reco...
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10/11/2022
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability
In this paper we propose a novel generative approach, DiffRoll, to tackl...
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10/09/2022
Regularizing Score-based Models with Score Fokker-Planck Equations
Score-based generative models learn a family of noise-conditional score ...
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08/24/2022
Automatic music mixing with deep learning and out-of-domain data
Music mixing traditionally involves recording instruments in the form of...
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06/21/2021
Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection
This report describes our systems submitted to the DCASE2021 challenge t...
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02/17/2021
