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Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks


Dec 14, 2022
Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux

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* Submitted to IEEE TASLP (In review), 13 pages, 6 figures 

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Hyperbolic Audio Source Separation


Dec 09, 2022
Darius Petermann, Gordon Wichern, Aswin Subramanian, Jonathan Le Roux

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* Submitted to ICASSP 2023, Demo page: https://darius522.github.io/hyperbolic-audio-sep/ 

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Latent Iterative Refinement for Modular Source Separation


Nov 22, 2022
Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux

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Reverberation as Supervision for Speech Separation


Nov 15, 2022
Rohith Aralikatti, Christoph Boeddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux

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* 5 pages, 2 figures, 4 tables. Submitted to ICASSP 2023 

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Optimal Condition Training for Target Source Separation


Nov 11, 2022
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux

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* Submitted to ICASSP 2023 

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Cold Diffusion for Speech Enhancement


Nov 04, 2022
Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux

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* 5 pages, 1 figure, 1 table, 3 algorithms. Submitted to ICASSP 2023 

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Towards End-to-end Speaker Diarization in the Wild


Nov 02, 2022
Zexu Pan, Gordon Wichern, François G. Germain, Aswin Subramanian, Jonathan Le Roux

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* 5 pages, 2 figures, 2 tables. Submitted to ICASSP 2023 

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STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency


Apr 21, 2022
Zhong-Qiu Wang, Gordon Wichern, Shinji Watanabe, Jonathan Le Roux

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* in submission 

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Heterogeneous Target Speech Separation


Apr 07, 2022
Efthymios Tzinis, Gordon Wichern, Aswin Subramanian, Paris Smaragdis, Jonathan Le Roux

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* Submitted to Interspeech 2022 

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Locate This, Not That: Class-Conditioned Sound Event DOA Estimation


Mar 08, 2022
Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux

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* Accepted for publication at ICASSP 2022 

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