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06/30/2022
Uniting Machine Intelligence, Brain and Behavioural Sciences to Assist Criminal Justice
I discuss here three important roles where machine intelligence, brain a...
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01/15/2020
Improving GANs for Speech Enhancement
Generative adversarial networks (GAN) have recently been shown to be eff...
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07/30/2019
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
Although large annotated sleep databases are publicly available, and mig...
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04/11/2019
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch
Many sleep studies suffer from the problem of insufficient data to fully...
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04/06/2019
Spatio-Temporal Attention Pooling for Audio Scene Classification
Acoustic scenes are rich and redundant in their content. In this work, w...
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11/02/2018
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
Due to the variability in characteristics of audio scenes, some can natu...
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11/02/2018
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks
We propose a multi-label multi-task framework based on a convolutional r...
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09/28/2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
Automatic sleep staging has been often treated as a simple classificatio...
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05/16/2018