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Adapting TTS models For New Speakers using Transfer Learning


Oct 12, 2021
Paarth Neekhara, Jason Li, Boris Ginsburg

* Submitted to ICASSP 2022 

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Offensive Language and Hate Speech Detection with Deep Learning and Transfer Learning


Aug 23, 2021
Bencheng Wei, Jason Li, Ajay Gupta, Hafiza Umair, Atsu Vovor, Natalie Durzynski


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A Lightweight Algorithm to Uncover Deep Relationships in Data Tables


Sep 07, 2020
Jin Cao, Yibo Zhao, Linjun Zhang, Jason Li

* 9 pages, 4 figures, paper presented on AutoML 2019 (The Third International Workshop on Automation in Machine Learning) 

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Cycle Text-To-Image GAN with BERT


Mar 26, 2020
Trevor Tsue, Samir Sen, Jason Li


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Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens


Oct 26, 2019
Rafael Valle, Jason Li, Ryan Prenger, Bryan Catanzaro

* 5 pages, 3 figures, 1 table 

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NeMo: a toolkit for building AI applications using Neural Modules


Sep 14, 2019
Oleksii Kuchaiev, Jason Li, Huyen Nguyen, Oleksii Hrinchuk, Ryan Leary, Boris Ginsburg, Samuel Kriman, Stanislav Beliaev, Vitaly Lavrukhin, Jack Cook, Patrice Castonguay, Mariya Popova, Jocelyn Huang, Jonathan M. Cohen

* 6 pages plus references 

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Stochastic Gradient Methods with Layer-wise Adaptive Moments for Training of Deep Networks


May 27, 2019
Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Jonathan M. Cohen

* Submitted to NeurIPS 2019 

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Jasper: An End-to-End Convolutional Neural Acoustic Model


Apr 05, 2019
Jason Li, Vitaly Lavrukhin, Boris Ginsburg, Ryan Leary, Oleksii Kuchaiev, Jonathan M. Cohen, Huyen Nguyen, Ravi Teja Gadde

* Submitted to Interspeech 2019 

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Training Neural Speech Recognition Systems with Synthetic Speech Augmentation


Nov 02, 2018
Jason Li, Ravi Gadde, Boris Ginsburg, Vitaly Lavrukhin

* Pre-print. Work in progress, 5 pages, 1 figure 

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