Publications

Recent Publications (Refer to this Google Scholar Page for the Full List of Publications)

Authors with underlined bold text represent the first authors of the publication.

The superscript asterisk (*) indicates the corresponding author.

End-to-End Sleep Sound Event Detection from Ambient Audio via Adaptive Line Enhancer Confidence Fusion

Chanwoo Park and Chanwoo Kim^*

IEEE Trans. On Audio, Speech and Language Processing (TASLP), Sept. 2026. (JIF Top 8.5 % in the JCR category of "Acoustics")

HiGraph: Explicit Discrepancy Reasoning with Hierarchical Graph Propagation for Joint Pronunciation Assessment

Hyunku Kang, Eunseo Choi, Ireh Kim and Chanwoo Kim^*

Proc. Empirical Methods in Natural Language Processing (EMNLP) (Findings), Oct. 2026. (한국정보과학회 우수학술대회)

TOOLDF: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection

Taewoo Kim, Younghan Lee, Namin Park and Chanwoo Kim^*

Proc. Empirical Methods in Natural Language Processing (EMNLP) (Findings), Oct. 2026. (한국정보과학회 우수학술대회)

Delta2Gamma: Band-Wise Adaptive Contrastive Learning of EEG Rhythms for Alzheimer's Disease Detection

Chanwoo Park and Chanwoo Kim^*

Proc. IEEE Biomedical Circuits And Systems (BioCAS), Oct. 2026.

Adaptive Line Enhancer-Derived ECG Separation and Weighted Reconstruction for Sleep Apena Detection

Iksoo Choi, Chanwoo Park, Kyung-Joon Park^* and Chanwoo Kim^*

Proc. IEEE Biomedical Circuits And Systems (BioCAS), Oct. 2026.

LMMSE: A Clinically Inspired Framework for Cognitive Evaluation of Large Language Models

Chanwoo Park and Chanwoo Kim^*

Information Sciences, July 2026 (JIF Top 18.2% in the JCR category of "Computer Science, Information Systems")

Sleep Sound Event Detection Powered by Learnable Multi-Resolution Adaptive Line Enhancer

Chanwoo Park and Chanwoo Kim^*

Proc. INTERSPEECH, (The Long Paper Track), Sept. 2026 (한국정보과학회 우수학술대회)

SISER : Speaker Invariant Speech Emotion Recognition with Entropy-Based Adversarial Training

Eunseo Choi, Hyunku Kang, and Chanwoo Kim^*

Proc. INTERSPEECH, Sept. 2026. (한국정보과학회 우수학술대회)

Beyond Short Segments : Expanding Speaker Embeddings with Vector Archives

Hyunku Kang, Minkyu Cho, and Chanwoo Kim^*

Proc. INTERSPEECH, Sept. 2026. (한국정보과학회 우수학술대회)

From Masking to Merging: Rethinking SpecAugment for Efficient Audio Spectrogram Transformer

Minhee Park, Hyowon Ahn, and Chanwoo Kim^*

Proc. INTERSPEECH, Sept. 2026. (한국정보과학회 우수학술대회)

Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems

Sungmook Woo, Hyunku Kang, and Chanwoo Kim^*

Proc. International Joint Conference on Neural Networks (IJCNN), June, 2026.

Enhancing Document-Level Machine Translation via filtered synthetic corpora and two-stage LLM adaptation

Ireh Kim, Tesia Sker, and Chanwoo Kim^*

Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May, 2026. (한국정보과학회 우수학술대회)

Controllable Singing Voice Synthesis using Phoneme-Level Energy Sequence

Yerin Ryu, Inseop Shin, and Chanwoo Kim^*

Proc. ASRU, Dec. 2025.

A Novel Chain-of-Thought Reasoning Approach for Alzheimer’s Disease Detection Using Large Language and Vision-Language Models

Chanwoo Park and Chanwoo Kim^*

IEEE Trans. Neural Systems and Rehabilitation Engineering Nov. 2025 (TNSRE) (JIF Top 1.4 % in the JCR category of "Rehabilitation")

Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models

Chanwoo Park, Anna Seo Gyoung Choi, Sunghye Cho and Chanwoo Kim^*

Proc. INTERSPEECH, 2025. (한국정보과학회 우수학술대회)

Wave-U-Mamba: An End-To-End Framework For High-Quality And Efficient Speech Super Resolution

Yongjoon Lee^* and Chanwoo Kim^*

Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025. (한국정보과학회 우수학술대회)

Mels-Tts: Multi-Emotion Multi-Lingual Multi-Speaker Text-To-Speech System Via Disentangled Style Tokens

Heejin Choi, Jae-Sung Bae, Joun Yeop Lee, Seongkyu Mun, Jihwan Lee, Hoon-Young Cho, and Chanwoo Kim^*

Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024. (한국정보과학회 우수학술대회)

Latent Filling: Latent Space Data Augmentation for Zero-Shot Speech Synthesis

Jae-Sung Bae, Joun Yeop Lee, Ji-Hyun Lee, Seongkyu Mun, Taehwa Kang, Hoon-Young Cho, and Chanwoo Kim^*

Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024. (한국정보과학회 우수학술대회)

Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis

Joun Yeop Lee, Jae-Sung Bae, Seongkyu Mun, Jihwan Lee, Ji-Hyun Lee, Hoon-Young Cho, and Chanwoo Kim^*

Proc. INTERSPEECH, 2023. (한국정보과학회 우수학술대회)

Self-Supervised Accent Learning for Under-Resourced Accents Using Native Language Data

Mehul Kumar, Jiyeon Kim, Dhananjaya Gowda, Abhinav Garg, and Chanwoo Kim^*

Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023. (한국정보과학회 우수학술대회)

Conformer-Based on-Device Streaming Speech Recognition with KD Compression and Two-Pass Architecture

Jinhwan Park, Sichen Jin, Junmo Park, Sungsoo Kim, Dhairya Sandhyana, Changheon Lee, Myoungji Han, Jungin Lee, Seokyeong Jung, Changwoo Han, and Chanwoo Kim^*

Proc. SLT, 2022.

Macro-Block Dropout for Improved Regularization in Training End-to-End Speech Recognition Models

Chanwoo Kim, Sathish Indurti, Jinhwan Park, and Wonyong Sung

Proc. SLT, 2022.