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Guided Speech Enhancement Network


Mar 13, 2023
Yang Yang, Shao-Fu Shih, Hakan Erdogan, Jamie Menjay Lin, Chehung Lee, Yunpeng Li, George Sung, Matthias Grundmann

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* Accepted to ICASSP 2023 

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CycleGAN-Based Unpaired Speech Dereverberation


Mar 29, 2022
Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey

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* Submitted to Interspeech 2022 

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Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training


Oct 20, 2021
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey

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DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement


Jun 30, 2021
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani

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* 5 pages, 2 figure. submitted to WASPAA 2021 

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Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation


Jun 01, 2021
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey

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* 5 pages, 1 figure. submitted to WASPAA 2021 

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End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings


May 05, 2021
Soumi Maiti, Hakan Erdogan, Kevin Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey

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* ICASSP 2021, SPE-54.1 
* 5 pages, 2 figures, ICASSP 2021 

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Unsupervised Sound Separation Using Mixtures of Mixtures


Jun 23, 2020
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin Wilson, John R. Hershey

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Universal Sound Separation


May 08, 2019
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin Wilson, Jonathan Le Roux, John R. Hershey

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* 5 pages, submitted to WASPAA 2019 

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Low-Latency Speaker-Independent Continuous Speech Separation


Apr 13, 2019
Takuya Yoshioka, Zhuo Chen, Changliang Liu, Xiong Xiao, Hakan Erdogan, Dimitrios Dimitriadis

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Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks


Oct 08, 2018
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen, Xiong Xiao, Fil Alleva

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* Proc. Interspeech 2018, 3038-3042 

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