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02/02/2022
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems
Algorithms and Machine Learning (ML) are increasingly affecting everyday...
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07/27/2021
Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning
Classifying and analyzing human cells is a lengthy procedure, often invo...
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10/15/2020
Tokenization Repair in the Presence of Spelling Errors
We consider the following tokenization repair problem: Given a natural l...
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05/15/2020
On Deep Speech Packet Loss Concealment: A Mini-Survey
Packet-loss is a common problem in data transmission, using Voice over I...
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05/15/2020
ConcealNet: An End-to-end Neural Network for Packet Loss Concealment in Deep Speech Emotion Recognition
Packet loss is a common problem in data transmission, including speech d...
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05/15/2020
"I have vxxx bxx connexxxn!": Facing Packet Loss in Deep Speech Emotion Recognition
In applications that use emotion recognition via speech, frame-loss can ...
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09/07/2018