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Conference and Workshop Papers

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2024
[c16]
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  - conf/bci3/KimLLLPKL24
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Soowon Kim, Seo-Hyun Lee, Young-Eun Lee, Ji-Won Lee, Ji-Ha Park, Peter Kazanzides, Seong-Whan Lee:
Brain-Driven Representation Learning Based on Diffusion Model. BCI 2024: 1-4
[c15]
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Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Jun-Young Kim:
Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks. BCI 2024: 1-4
[c14]
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Young-Eun Lee, Seo-Hyun Lee, Soowon Kim, Jung-Sun Lee, Deok-Seon Kim:
Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals. BCI 2024: 1-4
2023
[c13]
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  - conf/aaai/LeeLKL23
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Young-Eun Lee, Seo-Hyun Lee, Sang-Ho Kim, Seong-Whan Lee:
Towards Voice Reconstruction from EEG during Imagined Speech. AAAI 2023: 6030-6038
[c12]
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Soowon Kim, Ji-Won Lee, Young-Eun Lee, Seo-Hyun Lee:
Subject-Independent Classification of Brain Signals using Skip Connections. BCI 2023: 1-4
[c11]
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Young-Eun Lee, Sang-Ho Kim, Seo-Hyun Lee, Jung-Sun Lee, Soowon Kim, Seong-Whan Lee:
Speech Synthesis from Brain Signals Based on Generative Model. BCI 2023: 1-4
[c10]
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Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Seong-Whan Lee:
Towards Neural Decoding of Imagined Speech based on Spoken Speech. BCI 2023: 1-4
[c9]
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Soowon Kim, Young-Eun Lee, Seo-Hyun Lee, Seong-Whan Lee:
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG. INTERSPEECH 2023: 1159-1163
[c8]
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Ji-Won Lee, Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Seong-Whan Lee:
Sentence Reconstruction Leveraging Contextual Meaning from Speech-Related Brain Signals. SMC 2023: 3721-3726
2022
[c7]
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Young Eun Lee, Seo-Hyun Lee:
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech. BCI 2022: 1-4
[c6]
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Seo-Hyun Lee, Young Eun Lee, Seong-Whan Lee:
Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions. BCI 2022: 1-4
[c5]
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  - conf/interspeech/MengLGVCLG22
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Kevin Meng, Seo-Hyun Lee, Farhad Goodarzy, Simon J. Vogrin, Mark J. Cook, Seong-Whan Lee, David B. Grayden:
Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task. INTERSPEECH 2022: 4063-4067
2021
[c4]
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Seo-Hyun Lee, Minji Lee, Seong-Whan Lee:
Functional Connectivity of Imagined Speech and Visual Imagery based on Spectral Dynamics. BCI 2021: 1-6
2020
[c3]
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Seo-Hyun Lee, Minji Lee:
Spatio-Temporal Dynamics of Visual Imagery for Intuitive Brain-Computer Interface. BCI 2020: 1-5
2019
[c2]
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Seo-Hyun Lee, Minji Lee, Seong-Whan Lee:
EEG Representations of Spatial and Temporal Features in Imagined Speech and Overt Speech. ACPR (2) 2019: 387-400
[c1]
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Seo-Hyun Lee, Minji Lee, Ji-Hoon Jeong, Seong-Whan Lee:
Towards an EEG-based Intuitive BCI Communication System Using Imagined Speech and Visual Imagery. SMC 2019: 4409-4414

Informal and Other Publications

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2023
[i12]
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  - journals/corr/abs-2301-07173
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Young-Eun Lee, Seo-Hyun Lee, Sang-Ho Kim, Seong-Whan Lee:
Towards Voice Reconstruction from EEG during Imagined Speech. CoRR abs/2301.07173 (2023)
[i11]
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  - journals/corr/abs-2301-07918
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Soowon Kim, Ji-Won Lee, Young-Eun Lee, Seo-Hyun Lee:
Subject-Independent Classification of Brain Signals using Skip Connections. CoRR abs/2301.07918 (2023)
[i10]
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  - journals/corr/abs-2307-14389
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Soowon Kim, Young-Eun Lee, Seo-Hyun Lee, Seong-Whan Lee:
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG. CoRR abs/2307.14389 (2023)
[i9]
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  - journals/corr/abs-2311-07925
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Soowon Kim, Seo-Hyun Lee, Young-Eun Lee, Ji-Won Lee, Ji-Ha Park, Seong-Whan Lee:
Brain-Driven Representation Learning Based on Diffusion Model. CoRR abs/2311.07925 (2023)
[i8]
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  - journals/corr/abs-2311-17923
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Young-Eun Lee, Seo-Hyun Lee, Soowon Kim, Jung-Sun Lee, Deok-Seon Kim, Seong-Whan Lee:
Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals. CoRR abs/2311.17923 (2023)
[i7]
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  - journals/corr/abs-2312-05814
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Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Jun-Young Kim, Seong-Whan Lee:
Neural Speech Embeddings for Speech Synthesis Based on Deep Generative Networks. CoRR abs/2312.05814 (2023)
2022
[i6]
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  - journals/corr/abs-2212-02047
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Seo-Hyun Lee, Young-Eun Lee, Soowon Kim, Byung-Kwan Ko, Seong-Whan Lee:
Effect of Spoken Speech in Decoding Imagined Speech from Non-Invasive Human Brain Signals. CoRR abs/2212.02047 (2022)
2021
[i5]
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  - journals/corr/abs-2105-14787
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Seo-Hyun Lee, Young Eun Lee, Seong-Whan Lee:
Voice of Your Brain: Cognitive Representations of Imagined Speech, Overt Speech, and Speech Perception Based on EEG. CoRR abs/2105.14787 (2021)
[i4]
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  - journals/corr/abs-2112-08569
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Seo-Hyun Lee, Young Eun Lee, Seong-Whan Lee:
Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions. CoRR abs/2112.08569 (2021)
[i3]
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  - journals/corr/abs-2112-09239
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Young Eun Lee, Seo-Hyun Lee:
EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech. CoRR abs/2112.09239 (2021)
2020
[i2]
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  - journals/corr/abs-2002-01117
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Seo-Hyun Lee, Minji Lee, Seong-Whan Lee:
Spatio-Temporal Dynamics of Visual Imagery for Intuitive Brain-Computer Interface. CoRR abs/2002.01117 (2020)
[i1]
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  - journals/corr/abs-2012-03520
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Seo-Hyun Lee, Minji Lee, Seong-Whan Lee:
Functional Connectivity of Imagined Speech and Visual Imagery based on Spectral Dynamics. CoRR abs/2012.03520 (2020)

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