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03/22/2022
Upmixing via style transfer: a variational autoencoder for disentangling spatial images and musical content
In the stereo-to-multichannel upmixing problem for music, one of the mai...
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07/24/2020
Dereverberation using joint estimation of dry speech signal and acoustic system
The purpose of speech dereverberation is to remove quality-degrading eff...
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02/12/2020
Deep Autotuner: a Pitch Correcting Network for Singing Performances
We introduce a data-driven approach to automatic pitch correction of sol...
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02/01/2020
Fully Learnable Front-End for Multi-Channel Acoustic Modeling using Semi-Supervised Learning
In this work, we investigated the teacher-student training paradigm to t...
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02/03/2019
Deep Autotuner: A Data-Driven Approach to Natural-Sounding Pitch Correction for Singing Voice in Karaoke Performances
We describe a machine-learning approach to pitch correcting a solo singi...
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05/07/2018