3 papers
cs.AI2026
VIRTUE: Visual-Interactive Text-Image Universal Embedder
Wei-Yao Wang, Kazuya Tateishi, Qiyu Wu +2
Multimodal representation learning models have demonstrated successful operation across complex tasks, and the integration of vision-language models (VLMs) has further enabled embe…
eess.AS2026
Diffusion-based Signal Refiner for Speech Enhancement and Separation
Masato Hirano, Ryosuke Sawata, Naoki Murata +2
Although recent speech processing technologies have achieved significant improvements in objective metrics, there still remains a gap in human perceptual quality. This paper propos…
cs.SD2025
Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement
Shuichiro Nishigori, Koichi Saito, Naoki Murata +3
Speech enhancement (SE) utilizing diffusion models is a promising technology that improves speech quality in noisy speech data. Furthermore, the Schrödinger bridge (SB) has recent…