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04/12/2022
Text-Driven Separation of Arbitrary Sounds
We propose a method of separating a desired sound source from a single-c...
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10/19/2020
MicAugment: One-shot Microphone Style Transfer
A crucial aspect for the successful deployment of audio-based models "in...
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09/28/2020
Sense and Learn: Self-Supervision for Omnipresent Sensors
Learning general-purpose representations from multisensor data produced ...
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08/05/2020
Learning to Denoise Historical Music
We propose an audio-to-audio neural network model that learns to denoise...
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10/25/2019
SPICE: Self-supervised Pitch Estimation
We propose a model to estimate the fundamental frequency in monophonic a...
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05/24/2019
Self-supervised audio representation learning for mobile devices
We explore self-supervised models that can be potentially deployed on mo...
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11/29/2017