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Pavlos Papadopoulos

2 accepted papers

2018

Improving Semi-Supervised Classification for Low-Resource Speech Interaction Applications

ICASSP 2018accepted

We propose a semi-supervised learning method to improve classification performance in scenarios with limited labeled data. We employ adaptation strategies such as entropy-filtering and self-training, and show that our method achieves up to 17.2% relative improvement in UAR for a multi-class problem.…

Cited by 0SourceScholar