ICASSP

Adaptive Static-Dynamic Functional Connectivity Feature Fusion for Diagnosis of Mild Cognitive Impairment

Yu-Kyum Kang, Chang-Hoon Ji, Ji-Hye Oh, Su-Yeon Kwak, Ji-Wung Han, Tae-Eui Kam

AMBISONIC-DML: A Benchmark Dataset for Dynamic Higher-Order Ambisonics Music with Motion-Aligned Stems

Kyogu Lee, Taehyup Kim

Auditory Illusion Benchmark for Large Audio Language Models

Hayoon Kim, Eunice Hong, Kyogu Lee

AuditoryBench++: Can Language Models Understand Auditory Knowledge without Hearing?

Hyunjong Ok, Suho Yoo, Hyeonjun Kim, Jaeho Lee

Confidence-Aware Adaptive Semi-Supervised Approach for Reliable EEG-Based Emotion Recognition

Songha Kim, Soyeon Bak, Jun-Mo Kim, Woohyeok Choi, Yebin Choi, Tae-Eui Kam

Cross-Modal Bottleneck Fusion for Noise Robust Audio-Visual Speech Recognition

Seaone Ok, Minjun Choi, Eungbeom Kim, Seungu Han, Kyogu Lee

D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation from Lead sheet

Eunjin Choi, Hounsu Kim, Hayeon Bang, Taegyun Kwon, and Juhan Nam

DarkVRAI Capture-Condition Conditioning and Burst-Order Selective Scan for Low-Light Raw Video Denoising

Youngjin Oh, Junhyeong Kwon, Junyoung Park, Nam Ik Cho

Dataset-Driven Channel Masks in Transformers for Multivariate Time Series

Seunghan Lee, Taeyoung Park, Kibok Lee

Diffusion-Link: Diffusion Probabilistic Model for Bridging the Audio-Text Modality Gap

Kihyun Nam, Jongmin Choi, Hyeongkeun Lee, Jungwoo Heo, Joon Son Chung

ECG-Agent: On-Device Tool-Calling Agent for ECG Multi-Turn Dialogue

Hyunseung Chung, Jungwoo Oh, Daeun Kyung, Jiho Kim, Yeonsu Kwon, Min-Gyu Kim, Edward Choi

EMG-to-Speech with Fewer Channels

Injune Hwang, Jaejun Lee, Kyogu Lee

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

Ireh Kim, Tesia Sker, Chanwoo Kim

Fast and Accurate Temporal Super-Resolution via Residual-Aware Coupled Tensor Factorization

Nam Kyu Kang, Yong-chan Park, U Kang

FastAV: Efficient Token Pruning for Audio-Visual Large Language Model Inference

Chaeyoung Jung, Youngjoon Jang, Seungwoo Lee, Joon Son Chung

FxSearcher: gradient-free text-driven audio transformation

Hojoon Ki, Jongsuk Kim, Minchan Kwon, and Junmo Kim

GLASS-SAM: Transparent object segmentation using fractal-enhanced SAM with shape-context-based rewards

Jeon, Jinhee, Lee, Seokhan, Wallraven, Christian

HFSQVAE: Hierarchical Vector Quantization with Residuals for Frequency-Specific Embedding

Min Woo Kim, Seonji Park, Nam Ik Cho

LAMB: LLM-Based Audio Captioning with Modality Gap Bridging via Cauchy-Schwarz Divergence

Hyeongkeun Lee, Jongmin Choi, Kihyun Nam, Joon Son Chung

Learning from Perceptual to Semantic Visual Representations of the Brain via Multi-Level EEG-to-Image Alignment

Yebin Choi, Woohyeok Choi, Jun-Mo Kim, Songha Kim, Tae-Eui Kam

LipSody: Lip-to-Speech Synthesis with Enhanced Prosody Consistency

Jaejun Lee, Yoori Oh, Kyogu Lee

LP-CFM: Perceptual Invariance-Aware Conditional Flow Matching for Speech Modeling

Doyeop Kwak, Youngjoon Jang, Joon Son Chung

MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model

The Hieu Pham, Tan Dat Nguyen, Phuong Thanh Tran, Joon Son Chung, Duc Dung Nguyen

Modularity-free Conflict-averse Training for Generalized PINNs

H.-J. Kong, B.-C. Park, S.-J. Kim, S.-W. Lee

Natural Language to Spatial Audio Parameters: Lightweight Deterministic Rendering for Creative Authoring

Kyogu Lee

PhaseMark A Post-hoc, Optimization-Free Watermarking of AI-Generated Images in the Latent Frequency Domain

Sung Ju Lee, Nam Ik Cho

PHYSIO-MAMBA: Physiologically-Guided MAMBA Network for Continuous Calibration-free ABP Reconstruction from PPG

Sungwoo Kim, and Junmo Kim

PT-Diff: Brain Network Generation with Personalized Topology Guided Conditional Diffusion Transformer

Ji-Hye Oh, Chang-Hoon Ji, Su-Yeon Kwak, Yu-Kyum Kang, Ji-Wung Han, Jun-Mo Kim, Tae-Eui Kam

Reinforcement Learning with Multi-Objective Rewards for Functional Connectivity Augmentation

Chang-Hoon Ji, Ji-Young Hwang, Ji-Hye Oh, Yu-Kyum Kang, Su-Yeon Kwak, Ji-Wung Han, Tae-Eui Kam

Rethinking Speech Representation Aggregation in Speech Enhancement: A Phonetic Mutual Information Perspective

Seungu Han, Sungho Lee, Kyogu Lee

Robust Grounding with MLLMs against Occlusion and Small Objects via Language-Guided Semantic Cues

Beomchan Park*, Seongho Kim*, Hyunjun Kim, Sungjune Park, Yong Man Ro

SAGA-SR: Semantically and Acoustically Guided Audio Super-Resolution

Jaekwon Im and Juhan Nam

SPADE: Structured Pruning and Adaptive Distillation for Efficient LLM-TTS

Tan Dat Nguyen, Jaehun Kim, Ji-Hoon Kim, Shukjae Choi, Youshin Lim, Joon Son Chung

TASR: Training Task-aligned Super-resolution with a Semantic Autoencoder Loss

Sunwoo Cho, Haeyoon Yang, Yejin Jung, Nam Ik Cho

Training-free framework for defending unsafe image synthesis attack

J. Park, J. Hwang, I. Ryu, H. Park, J. Kim, J.-S. Lee

Transferable Audio Lottery Tickets: Gradient Accumulation for Extreme Sparsity

Hyunjae Kim, Juhan Nam, and Kyung Myun Lee

UNMIXX: Untangling Highly Correlated Singing Voices Mixtures

Jihoo Jung, Ji-Hoon Kim, Doyeop Kwak, Junwon Lee, Juhan Nam, and Joon Son Chung

UNMIXX: Untangling Highly Correlated Singing Voices Mixtures

Jihoo Jung, Ji-Hoon Kim, Doyeop Kwak, Junwon Lee, Juhan Nam, Joon Son Chung

WaTemp: Acoustic-Based Non-Contact Water Temperature Measurement System Using Smartphones

Younho Nam, Su Yeon Shim, Young-Joo Suh

A Domain-Specific Multilingual Speech Translation Corpus via Simultaneous Interpretation

Seunghee Han, Gary Geunbae Lee, Hyung Soon Kim, Sunhee Kim, Minhwa Chung