Kwanghee Choi | DeepAI

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∙ 05/28/2023

Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification

This paper proposes an improved Goodness of Pronunciation (GoP) that uti...

0 Eun Jung Yeo, et al. ∙

∙ 04/08/2023

Unsupervised Speech Representation Pooling Using Vector Quantization

With the advent of general-purpose speech representations from large-sca...

0 Jeongkyun Park, et al. ∙

∙ 01/16/2023

OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset

Inspired by humans comprehending speech in a multi-modal manner, various...

0 Jeongkyun Park, et al. ∙

∙ 11/12/2022

Data-driven Approach for Automatically Correcting Faulty Road Maps

Maintaining road networks is labor-intensive, especially in actively dev...

0 Soojung Hong, et al. ∙

∙ 10/27/2022

Automatic Severity Assessment of Dysarthric speech by using Self-supervised Model with Multi-task Learning

Automatic assessment of dysarthric speech is essential for sustained tre...

0 Eun Jung Yeo, et al. ∙

∙ 10/27/2022

Opening the Black Box of wav2vec Feature Encoder

Self-supervised models, namely, wav2vec and its variants, have shown pro...

0 Kwanghee Choi, et al. ∙

∙ 10/13/2022

TiDAL: Learning Training Dynamics for Active Learning

Active learning (AL) aims to select the most useful data samples from an...

0 Seong Min Kye, et al. ∙

∙ 09/26/2022

Cross-lingual Dysarthria Severity Classification for English, Korean, and Tamil

This paper proposes a cross-lingual classification method for English, K...

0 Eun Jung Yeo, et al. ∙

∙ 08/16/2022

Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild

Social media platforms struggle to protect users from harmful content th...

0 Donghyun Son, et al. ∙

∙ 06/25/2022

Distilling a Pretrained Language Model to a Multilingual ASR Model

Multilingual speech data often suffer from long-tailed language distribu...

0 Kwanghee Choi, et al. ∙

∙ 11/29/2021

Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection

Recent studies on learning with noisy labels have shown remarkable perfo...

0 Seong Min Kye, et al. ∙

∙ 10/27/2021

Temporal Knowledge Distillation for On-device Audio Classification

Improving the performance of on-device audio classification models remai...

0 Kwanghee Choi, et al. ∙

∙ 03/15/2021

Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning

Neural architecture search (NAS) has fostered various fields of machine ...

0 Kwanghee Choi, et al. ∙

∙ 12/01/2020

Disentangling Label Distribution for Long-tailed Visual Recognition

The current evaluation protocol of long-tailed visual recognition trains...

0 Youngkyu Hong, et al. ∙

∙ 11/16/2020

Regularized Mutual Information Neural Estimation

With the variational lower bound of mutual information (MI), the estimat...

0 Kwanghee Choi, et al. ∙

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