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On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis


Oct 04, 2021
Cheng-I Jeff Lai, Erica Cooper, Yang Zhang, Shiyu Chang, Kaizhi Qian, Yi-Lun Liao, Yung-Sung Chuang, Alexander H. Liu, Junichi Yamagishi, David Cox, James Glass


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Global Rhythm Style Transfer Without Text Transcriptions


Jun 16, 2021
Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David Cox, Mark Hasegawa-Johnson


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PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition


Jun 10, 2021
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass


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Unsupervised Speech Decomposition via Triple Information Bottleneck


May 04, 2020
Kaizhi Qian, Yang Zhang, Shiyu Chang, David Cox, Mark Hasegawa-Johnson


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F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder


Apr 15, 2020
Kaizhi Qian, Zeyu Jin, Mark Hasegawa-Johnson, Gautham J. Mysore


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An Efficient and Margin-Approaching Zero-Confidence Adversarial Attack


Oct 01, 2019
Yang Zhang, Shiyu Chang, Mo Yu, Kaizhi Qian


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AUTOVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss


Jun 06, 2019
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Mark Hasegawa-Johnson

* To Appear in Thirty-sixth International Conference on Machine Learning (ICML 2019) 

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Zero-Shot Voice Style Transfer with Only Autoencoder Loss


May 14, 2019
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Mark Hasegawa-Johnson

* * Equal contribution; To Appear in Thirty-sixth International Conference on Machine Learning (ICML 2019) 

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Deep Learning Based Speech Beamforming


Feb 15, 2018
Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Dinei Florencio, Mark Hasegawa-Johnson

* Accepted in The 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2018) 

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