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StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion


Jul 23, 2021
Yinghao Aaron Li, Ali Zare, Nima Mesgarani

* INTERSPEECH 2021 

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Speaker and Direction Inferred Dual-channel Speech Separation


Feb 08, 2021
Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu

* Accepted by ICASSP 2021 

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Group Communication with Context Codec for Ultra-Lightweight Source Separation


Dec 14, 2020
Yi Luo, Cong Han, Nima Mesgarani


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Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss


Mar 27, 2020
Yi Luo, Nima Mesgarani


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End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation


Nov 26, 2019
Yi Luo, Zhuo Chen, Nima Mesgarani, Takuya Yoshioka


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FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing


Oct 01, 2019
Yi Luo, Enea Ceolini, Cong Han, Shih-Chii Liu, Nima Mesgarani

* Accepted to ASRU 2019 

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TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation


Sep 21, 2018
Yi Luo, Nima Mesgarani

* 11 pages, 5 figures 

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Speaker-independent Speech Separation with Deep Attractor Network


Apr 18, 2018
Yi Luo, Zhuo Chen, Nima Mesgarani

* IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Volume 26 Issue 4, April 2018, Page 787-796 
* IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), Volume 26 Issue 4, April 2018, Page 787-796 

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TasNet: time-domain audio separation network for real-time, single-channel speech separation


Apr 18, 2018
Yi Luo, Nima Mesgarani

* Camera ready version for ICASSP 2018, Calgary, Canada 

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Lip2AudSpec: Speech reconstruction from silent lip movements video


Oct 26, 2017
Hassan Akbari, Himani Arora, Liangliang Cao, Nima Mesgarani


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Deep Clustering and Conventional Networks for Music Separation: Stronger Together


Jun 15, 2017
Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani

* Published in ICASSP 2017 

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Deep attractor network for single-microphone speaker separation


Mar 28, 2017
Zhuo Chen, Yi Luo, Nima Mesgarani

* 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

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