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Unsupervised vocal dereverberation with diffusion-based generative models


Nov 08, 2022
Koichi Saito, Naoki Murata, Toshimitsu Uesaka, Chieh-Hsin Lai, Yuhta Takida, Takao Fukui, Yuki Mitsufuji

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* 6 pages, 2 figures, submitted to ICASSP 2023 

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Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects


Nov 04, 2022
Junghyun Koo, Marco A. Martinez-Ramirez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji

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A Versatile Diffusion-based Generative Refiner for Speech Enhancement


Oct 27, 2022
Ryosuke Sawata, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji

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* Submitted to ICASSP 2023 

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ComFact: A Benchmark for Linking Contextual Commonsense Knowledge


Oct 23, 2022
Silin Gao, Jena D. Hwang, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut

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* Findings of EMNLP 2022, long paper 

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Hierarchical Diffusion Models for Singing Voice Neural Vocoder


Oct 18, 2022
Naoya Takahashi, Mayank Kumar, Singh, Yuki Mitsufuji

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DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability


Oct 11, 2022
Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji

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Regularizing Score-based Models with Score Fokker-Planck Equations


Oct 09, 2022
Chieh-Hsin Lai, Yuhta Takida, Naoki Murata, Toshimitsu Uesaka, Yuki Mitsufuji, Stefano Ermon

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Automatic music mixing with deep learning and out-of-domain data


Aug 29, 2022
Marco A. Martínez-Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Stefan Uhlich, Chihiro Nagashima, Yuki Mitsufuji

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* 23rd International Society for Music Information Retrieval Conference (ISMIR), December, 2022. Source code, demo and audio examples: https://marco-martinez-sony.github.io/FxNorm-automix/ - added acknowledgements 

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STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events


Jun 04, 2022
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen

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