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04/10/2023
Leveraging Neural Representations for Audio Manipulation
We investigate applying audio manipulations using pretrained neural netw...
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10/23/2021
espiownage: Tracking Transients in Steelpan Drum Strikes Using Surveillance Technology
We present an improvement in the ability to meaningfully track features ...
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02/01/2021
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan Drums
We train an object detector built from convolutional neural networks to ...
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06/10/2020
Exploring Quality and Generalizability in Parameterized Neural Audio Effects
Deep neural networks have shown promise for music audio signal processin...
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05/28/2019
SignalTrain: Profiling Audio Compressors with Deep Neural Networks
In this work we present a data-driven approach for predicting the behavi...
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02/25/2019