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06/14/2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning
We introduce EM-Network, a novel self-distillation approach that effecti...
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02/01/2023
Development of deep biological ages aware of morbidity and mortality based on unsupervised and semi-supervised deep learning approaches
Background: While deep learning technology, which has the capability of ...
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11/28/2022
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition
Recently, the advance in deep learning has brought a considerable improv...
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04/13/2022
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
Pre-training with self-supervised models, such as Hidden-unit BERT (HuBE...
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11/05/2021
Oracle Teacher: Towards Better Knowledge Distillation
Knowledge distillation (KD), best known as an effective method for model...
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11/10/2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency
For a large portion of real-life utterances, the intention cannot be sol...
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07/03/2013
An Efficient Model Selection for Gaussian Mixture Model in a Bayesian Framework
In order to cluster or partition data, we often use Expectation-and-Maxi...
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06/07/2013
Statistical Denoising for single molecule fluorescence microscopic images
Single molecule fluorescence microscopy is a powerful technique for unco...
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05/05/2013