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Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation



Xiaofei Wang , Dongmei Wang , Naoyuki Kanda , Sefik Emre Eskimez , Takuya Yoshioka

* Submitted to INTERSPEECH 2022 

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Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation



Manthan Thakker , Sefik Emre Eskimez , Takuya Yoshioka , Huaming Wang

* Submitted to Interspeech conference 2022 https://interspeech2022.org/ 

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ICASSP 2022 Deep Noise Suppression Challenge



Harishchandra Dubey , Vishak Gopal , Ross Cutler , Ashkan Aazami , Sergiy Matusevych , Sebastian Braun , Sefik Emre Eskimez , Manthan Thakker , Takuya Yoshioka , Hannes Gamper , Robert Aichner


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Sequence-level self-learning with multiple hypotheses



Kenichi Kumatani , Dimitrios Dimitriadis , Yashesh Gaur , Robert Gmyr , Sefik Emre Eskimez , Jinyu Li , Michael Zeng

* Published in Interspeech 2020: https://www.isca-speech.org/archive_v0/Interspeech_2020/pdfs/2020.pdf 

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Separating Long-Form Speech with Group-Wise Permutation Invariant Training



Wangyou Zhang , Zhuo Chen , Naoyuki Kanda , Shujie Liu , Jinyu Li , Sefik Emre Eskimez , Takuya Yoshioka , Xiong Xiao , Zhong Meng , Yanmin Qian , Furu Wei

* 5 pages, 3 figures, 3 tables, submitted to IEEE ICASSP 2022 

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One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement



Hassan Taherian , Sefik Emre Eskimez , Takuya Yoshioka , Huaming Wang , Zhuo Chen , Xuedong Huang

* Submitted to ICASSP 2022 

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Personalized Speech Enhancement: New Models and Comprehensive Evaluation



Sefik Emre Eskimez , Takuya Yoshioka , Huaming Wang , Xiaofei Wang , Zhuo Chen , Xuedong Huang


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All-neural beamformer for continuous speech separation



Zhuohuang Zhang , Takuya Yoshioka , Naoyuki Kanda , Zhuo Chen , Xiaofei Wang , Dongmei Wang , Sefik Emre Eskimez

* 5 pages, 3 figures, 2 tables 

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Dynamic Gradient Aggregation for Federated Domain Adaptation



Dimitrios Dimitriadis , Kenichi Kumatani , Robert Gmyr , Yashesh Gaur , Sefik Emre Eskimez

* arXiv admin note: substantial text overlap with arXiv:2008.02452 

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