Publications

Seeing Through Touch: Tactile-Driven Visual Localization of Material Regions

Seongyu Kim, Seungwoo Lee, Hyeonggon Ryu, Joon Son Chung, Arda Senocak†

CVPR 2026 († Corresponding Author)

How Far Can We Go With Synthetic Data for Audio-Visual Sound Source Localization?

Arda Senocak*, Sooyoung Park*, Tae-Hyun Oh, Joon Son Chung.

CVPR 2026 (* Equal Contribution)

Cinematic Audio Source Separation Using Visual Cues

Kang Zhang*, Suyeon Lee*, Arda Senocak†, Joon Son Chung

CVPR 2026 († Co-Corresponding Author)

Hearing and Seeing Through CLIP: A Framework for Self-Supervised Sound Source Localization

Sooyoung Park*, Arda Senocak*, Joon Son Chung

IJCV 2025 (* Equal Contribution)

Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation

Kang Zhang*, Trung X. Pham*, Suyeon Lee, Axi Niu, Arda Senocak, Joon Son Chung

NeurIPS 2025

Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment

Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, Tae-Hyun Oh, Hanspeter Pfister, Joon Son Chung

TPAMI 2025 (* Equal Contribution) Impact Factor: 20.8

Seeing Speech and Sound: Distinguishing and Locating Audios in Visual Scenes

Hyeonggon Ryu*, Seongyu Kim*, Joon Son Chung, Arda Senocak†

CVPR 2025 († Corresponding Author)

AVHBench: A Cross-Modal Hallucination Benchmark for Audio-Visual Large Language Models

Sung Bin Kim*, Hyun-Bin Oh*, JungMok Lee, Arda Senocak, Joon Son Chung, Tae-Hyun Oh

ICLR 2025

Audio Mamba: Bidirectional State Space Model for Audio Representation Learning

Mehmet Hamza Erol*, Arda Senocak*, Jiu Feng, Joon Son Chung

IEEE SPL 2024 (* Equal Contribution)

ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions

Jiu Feng, Mehmet Hamza Erol, Joon Son Chung, Arda Senocak†

Interspeech 2024 († Corresponding Author)

Speech Guided Masked Image Modeling for Visually Grounded Speech

Jong-Bin Woo, Hyeonggon Ryu, Arda Senocak, Joon Son Chung

ICASSP 2024

From Coarse to Fine: Efficient Training for Audio Spectrogram Transformers

Jiu Feng*, Mehmet Hamza Erol*, Joon Son Chung, Arda Senocak†

ICASSP 2024 († Corresponding Author)

Can CLIP Help Sound Source Localization?

Sooyoung Park*, Arda Senocak*, Joon Son Chung

WACV 2024 (* Equal Contribution)

Sound Source Localization is All about Cross-Modal Alignment

Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, Tae-Hyun Oh, Hanspeter Pfister, Joon Son Chung

ICCV 2023 (* Equal Contribution)

FlexiAST: Flexibility is What AST Needs

Jiu Feng*, Mehmet Hamza Erol*, Joon Son Chung, Arda Senocak†

Interspeech 2023 († Corresponding Author)

Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment

Sung Bin Kim, Arda Senocak, Hyunwoo Ha, Andrew Owens, Tae-Hyun Oh

CVPR 2023

Hindi As a Second Language: Improving Visually Grounded Speech with Semantically Similar Samples

Hyeonggon Ryu*, Arda Senocak*, In So Kweon, Joon Son Chung

ICASSP 2023 (* Equal Contribution)

MarginNCE: Robust Sound Localization with a Negative Margin

Sooyoung Park*, Arda Senocak*, Joon Son Chung

ICASSP 2023 (* Equal Contribution)

Event-Specific Audio-Visual Fusion Layers: A Simple and New Perspective on Video Understanding

Arda Senocak*, Junsik Kim*, Tae-Hyun Oh, Dingzeyu Li, In So Kweon

WACV 2023 (* Equal Contribution)

Learning Sound Localization Better from Semantically Similar Samples

Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon

ICASSP 2022 Oral (* Equal Contribution)

Short Version at Sight and Sound Workshop @ CVPR 2022

Less Can Be More: Sound Source Localization With a Classification Model

Arda Senocak*, Hyeonggon Ryu*, Junsik Kim*, In So Kweon

WACV 2022 (* Equal Contribution)

Received Honorable Mention, 28th HumanTech Paper Award, Samsung Electronics Co., Ltd. ($2000)

Learning to Localize Sound Source in Visual Scenes: Analysis and Applications

Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

TPAMI 2021 Impact Factor: 24.314

Learning to Localize Sound Source in Visual Scenes

Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon

CVPR 2018

Part-based Player Identification using Deep Convolutional Representation and Multi-scale Pooling

Arda Senocak, Tae-Hyun Oh, Junsik Kim, In So Kweon

CVSports Workshop @CVPR 2018