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Diffusion Posterior Sampling for Informed Single-Channel DereverberationJean-Marie Lemercier, Simon Welker, Timo GerkmannarXiv 2023. Paper  2023-06-212023-06-21
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Variance-Preserving-Based Interpolation Diffusion Models for Speech EnhancementZilu Guo, Jun Du, Chin-Hui Lee, Yu Gao, Wenbin ZhangarXiv 2023. Paper  2023-06-142023-06-14
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UnDiff: Unsupervised Voice Restoration with Unconditional Diffusion ModelAnastasiia Iashchenko, Pavel Andreev, Ivan Shchekotov, Nicholas Babaev, Dmitry VetrovInterspeech 2023. Paper  2023-06-012023-06-01
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SE-Bridge: Speech Enhancement with Consistent Brownian BridgeZhibin Qiu, Mengfan Fu, Fuchun Sun, Gulila Altenbek, Hao HuangarXiv 2023. Paper  2023-05-232023-05-23
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Diffusion-Based Speech Enhancement with Joint Generative and Predictive DecodersHao Shi, Kazuki Shimada, Masato Hirano, Takashi Shibuya, Yuichiro Koyama, Zhi Zhong, Shusuke Takahashi, Tatsuya Kawahara, Yuki MitsufujiarXiv 2023. Paper  2023-05-182023-05-18
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Speech Signal Improvement Using Causal Generative Diffusion ModelsJulius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Tal Peer, Timo GerkmannICASSP 2023. Paper  2023-03-152023-03-15
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Reducing the Prior Mismatch of Stochastic Differential Equations for Diffusion-based Speech EnhancementBunlong Lay, Simon Welker, Julius Richter, Timo GerkmannarXiv 2023. Paper  2023-02-282023-02-28
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Metric-oriented Speech Enhancement using Diffusion Probabilistic ModelChen Chen, Yuchen Hu, Weiwei Weng, Eng Siong ChngarXiv 2023. Paper  2023-02-232023-02-23
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StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and DereverberationJean-Marie Lemercier, Julius Richter, Simon Welker, Timo GerkmannICASSP 2023. Paper  2022-12-222022-12-22
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DiffPhase: Generative Diffusion-based STFT Phase RetrievalTal Peer, Simon Welker, Timo GerkmannICASSP 2023. Paper  2022-11-082022-11-08
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Unsupervised vocal dereverberation with diffusion-based generative modelsKoichi Saito, Naoki Murata, Toshimitsu Uesaka, Chieh-Hsin Lai, Yuhta Takida, Takao Fukui, Yuki MitsufujiICASSP 2023. Paper  2022-11-082022-11-08
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Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech RestorationJean-Marie Lemercier, Julius Richter, Simon Welker, Timo Gerkmann2022-11-042022-11-04
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Cold Diffusion for Speech EnhancementHao Yen, François G. Germain, Gordon Wichern, Jonathan Le RouxICASSP 2023. Paper  2022-11-042022-11-04
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SRTNet: Time Domain Speech Enhancement Via Stochastic RefinementZhibin Qiu, Mengfan Fu, Yinfeng Yu, LiLi Yin, Fuchun Sun, Hao Huang2022-10-302022-10-30
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Solving Audio Inverse Problems with a Diffusion ModelEloi Moliner, Jaakko Lehtinen, Vesa VälimäkiICASSP 2023. Paper  2022-10-272022-10-27
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Conditioning and Sampling in Variational Diffusion Models for Speech Super-resolutionChin-Yun Yu, Sung-Lin Yeh, György Fazekas, Hao Tang2022-10-272022-10-27
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A Versatile Diffusion-based Generative Refiner for Speech EnhancementRyosuke Sawata, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki MitsufujiICASSP 2023. Paper  2022-10-272022-10-27
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Speech Enhancement and Dereverberation with Diffusion-based Generative ModelsJulius Richter, Simon Welker, Jean-Marie Lemercier, Bunlong Lay, Timo Gerkmann2022-08-112022-08-11
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NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling RatesSeungu Han, Junhyeok Lee2022-06-172022-06-17
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Universal Speech Enhancement with Score-based DiffusionJoan Serrà, Santiago Pascual, Jordi Pons, R. Oguz Araz, Davide ScainiarXiv 2022. Paper  2022-06-072022-06-07
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Speech Enhancement with Score-Based Generative Models in the Complex STFT DomainSimon Welker, Julius Richter, Timo Gerkmann2022-03-312022-03-31
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Conditional Diffusion Probabilistic Model for Speech EnhancementYen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe, Alexander Richard, Cheng Yu, Yu Tsao2022-02-102022-02-10
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A Study on Speech Enhancement Based on Diffusion Probabilistic ModelYen-Ju Lu, Yu Tsao, Shinji WatanabeAPSIPA 2021. Paper  2021-07-252021-07-25
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Restoring degraded speech via a modified diffusion modelJianwei Zhang, Suren Jayasuriya, Visar BerishaInterspeech 2021. Paper  2021-04-222021-04-22
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NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling*Junhyeok Lee, Seungu Han2021-04-062021-04-06
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