@ARTICLE{11197936, author={Shi, Hao and Lu, Xugang and Shimada, Kazuki and Kawahara, Tatsuya}, journal={IEEE Transactions on Audio, Speech and Language Processing}, title={Combining Deterministic Enhanced Conditions With Dual-Streaming Encoding for Diffusion-Based Speech Enhancement}, year={2025}, volume={33}, number={}, pages={4253-4266}, keywords={Noise measurement;Diffusion models;Speech enhancement;Feature extraction;Spectrogram;Noise;Decoding;Diffusion processes;Time-frequency analysis;Storms;Diffusion model;deterministic method;probabilistic method;ensemble;Brownian motion trajectory}, doi={10.1109/TASLPRO.2025.3619824}}