Environmental Noise Robustness for Korean Fricatives Using Speech Enhancement Generative Adversarial Networks. - Soonshin Seo; Minkyu Lim; Donghyun Lee 001; Hosung Park; Junseok Oh; Daniel Jun Rim; Ji-Hwan Kim (BigComp, 2019)

Shortcut Connections Based Deep Speaker Embeddings for End-to-End Speaker Verification System. - Soonshin Seo; Daniel Jun Rim; Minkyu Lim; Donghyun Lee 001; Hosung Park; Junseok Oh; Changmin Kim; Ji-Hwan Kim (INTERSPEECH, 2019)

Masked cross self-attention encoding for deep speaker embedding. - Soonshin Seo; Daniel Jun Rim; Junseok Oh; Ji-Hwan Kim (CoRR, 2020)

Self-Attentive Multi Layer Aggregation with Feature Recalibration and Normalization for End-to-End Speaker Verification System. - Soonshin Seo; Ji-Hwan Kim (CoRR, 2020)

Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene. - Soonshin Seo; Donghyun Lee 001; Ji-Hwan Kim (Interspeech, 2021)

Robustness of Differentiable Neural Computer Using Limited Retention Vector-based Memory Deallocation in Language Model. - Donghyun Lee 001; Hosung Park; Soonshin Seo; Hyunsoo Son; Gyujin Kim; Ji-Hwan Kim (KSII Trans. Internet Inf. Syst., 2021)

Hybrid CTC-Attention Network-Based End-to-End Speech Recognition System for Korean Language. - Hosung Park; Changmin Kim; Hyunsoo Son; Soonshin Seo; Ji-Hwan Kim (J. Web Eng., 2022)

Convolutional Neural Networks Using Log Mel-Spectrogram Separation for Audio Event Classification with Unknown Devices. - Soonshin Seo; Changmin Kim; Ji-Hwan Kim (J. Web Eng., 2022)

Blank Collapse: Compressing CTC Emission for the Faster Decoding. - Minkyu Jung; Ohhyeok Kwon; Seunghyun Seo; Soonshin Seo (INTERSPEECH, 2023)

Encoder-decoder Multimodal Speaker Change Detection. - Jee-weon Jung; Soonshin Seo; Hee-Soo Heo; Geonmin Kim; You Jin Kim; Youngki Kwon; Minjae Lee; Bong-Jin Lee (INTERSPEECH, 2023)

Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation. - Heeseung Kim; Soonshin Seo; Kyeongseok Jeong; Ohsung Kwon; Soyoon Kim; Jungwhan Kim; Jaehong Lee; Eunwoo Song; Myungwoo Oh; Jung-Woo Ha; Sungroh Yoon; Kang Min Yoo (NeurIPS, 2024)

Unified Speech-Text Pretraining for Spoken Dialog Modeling. - Heeseung Kim; Soonshin Seo; Kyeongseok Jeong; Ohsung Kwon; Jungwhan Kim; Jaehong Lee; Eunwoo Song; Myungwoo Oh; Sungroh Yoon; Kang Min Yoo (CoRR, 2024)