Institute of Information Science, Academia Sinica

Anchoring Speech with Semantics: A Multimodal Adapter Mechanism for Automatic Speech Recognition in Low-Resource Languages

Conference on Empirical Methods in Natural Language Processing (EMNLP 2026), October 2026

Kuan-Tang Huang, Cheng-Yeh Yang, Chien-Chun Wang, Hung-Shin Lee, Hsin-Min Wang, and Berlin Chen

CALM: Cycle-Aware Latent Modeling for Arteriovenous Fistula Assessment using Audio Foundation Models and Low-Level Descriptors

IEEE Journal of Translational Engineering in Health and Medicine, July 2026

Whenty Ariyanti, Ping-Yi Lin, Chia-Yu Hu, Shang-Feng Yang, Shin-Hung Tsai, Li-Ning Peng, Po-Hsun Huang, Hsin-Min Wang, and Yu Tsao

Towards Robust Assessment of Pathological Voices via Combined Low-Level Descriptors and Foundation Model Representations

IEEE Journal of Biomedical and Health Informatics, July 2026

Whenty Ariyanti, Kuan-Yu Chen, Sabato Marco Siniscalchi, Hsin-Min Wang, and Yu Tsao

SSTMark: Robust Training-Free Semantic-Level Speech Watermarking

ACM International Conference on Multimedia (ACM MM), November 2026

Kuan-Lin Chu, Jun-Cheng Chen, Chun-Shien Lu

Diffusion to Obfuscation: Time-Adaptive Synthesized Generation Against Gradient Leakage Attacks in Federated Learning

European Conference on Computer Vision (ECCV), September 2026

Farchan Hakim Raswa, Chun-Shien Lu, and Jia-Ching Wang

TiltDiff: Tilted Weight-Space Diffusion for Neural Network Generation

19th European Conference on Computer Vision (ECCV), September 2026

En-Ni Chuang, Hanjuan Huang, Hao-Jia Song, Hsing-Kuo Pao and Tyng-Luh Liu

Creat3r: Confidence Reaggregation for Exploration-aware Active 3D Reconstruction

The 43rd International Conference on Machine Learning (ICML), July 2026

Chih-Jung Tsai, Hwann-Tzong Chen and Tyng-Luh Liu

DNA-DETR: sequence representation matters in object detection for functional genomic elements

Briefings in Bioinformatics, June 2026

Tsai, B.S., Wong, J.Y., and Tsai, H.K.*

DeRA-MOS: Optimizing Text-to-Music Evaluation via Decoupled Listwise Ranking and Modality Alignment

IEEE Signal Processing Letters, June 2026

Chien-Chun Wang,Hung-Shin Lee,Hsin-Min Wang, and Berlin Chen

Universal Robust Speech Adaptation for Cross-Domain Speech Recognition and Enhancement

IEEE Transaction on Audio, Speech and Language Processing, February 2026

Chien-Chun Wang, Hung-Shin Lee, Hsin-Min Wang, and Berlin Chen

Cross-Attention Reprogramming for ASR: Bridging Discrete Speech Units and Pretrained Language Models

IEEE Access, January 2026

Pei-Jun Liao, Hung-Yi Lee, and Hsin-Min Wang