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Anton Jeran Ratnarajah

1 accepted papers

2025

ProSE: Diffusion Priors for Speech Enhancement

NAACL 2025long

Speech enhancement (SE) is the fundamental task of enhancing the clarity and quality of speech in the presence of non-stationary additive noise. While deterministic deep learning models have been commonly employed for SE, recent research indicates that generative models, such as denoising diffusion…