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Shabnam Ghaffarzadegan

Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?

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Jan 17, 2024
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Two vs. Four-Channel Sound Event Localization and Detection

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Sep 23, 2023
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Unsupervised Discriminative Learning of Sounds for Audio Event Classification

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May 20, 2021
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Visualizing Classification Structure in Deep Neural Networks

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Jul 12, 2020
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An Ontology-Aware Framework for Audio Event Classification

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Jan 27, 2020
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Self-supervised Attention Model for Weakly Labeled Audio Event Classification

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Aug 07, 2019
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An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification

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Oct 07, 2018
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Deep Multiple Instance Feature Learning via Variational Autoencoder

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Jul 06, 2018
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Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection

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Jun 15, 2018
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