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Seokhyun Byun

3 papers hereh-index 6526 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1
  • eess.AS1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedUnsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection

2 citations · 2 across the 1 of their papers we have counts for

collaborators

3 papers

cs.LG2021★ 2 cited

Unsupervised Model Drift Estimation with Batch Normalization Statistics for Dataset Shift Detection and Model Selection

Wonju Lee, Seok-Yong Byun, Jooeun Kim +2

While many real-world data streams imply that they change frequently in a nonstationary way, most of deep learning methods optimize neural networks on training data, and this leads…

eess.AS2019

Speech Emotion Recognition Using Multi-hop Attention Mechanism

Seunghyun Yoon, Seokhyun Byun, Subhadeep Dey +1

In this paper, we are interested in exploiting textual and acoustic data of an utterance for the speech emotion classification task. The baseline approach models the information fr…

cs.CL2018

Multimodal Speech Emotion Recognition Using Audio and Text

Seunghyun Yoon, Seokhyun Byun, Kyomin Jung

Speech emotion recognition is a challenging task, and extensive reliance has been placed on models that use audio features in building well-performing classifiers. In this paper, w…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.