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Scaling End-to-End Models for Large-Scale Multilingual ASR


Apr 30, 2021
Bo Li, Ruoming Pang, Tara N. Sainath, Anmol Gulati, Yu Zhang, James Qin, Parisa Haghani, W. Ronny Huang, Min Ma

* Submitted to INTERSPEECH 2021 

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SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network


Apr 27, 2021
William Chan, Daniel Park, Chris Lee, Yu Zhang, Quoc Le, Mohammad Norouzi

* submitted to INTERSPEECH 

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Multi-Task Learning for End-to-End ASR Word and Utterance Confidence with Deletion Prediction


Apr 26, 2021
David Qiu, Yanzhang He, Qiujia Li, Yu Zhang, Liangliang Cao, Ian McGraw

* Submitted to Interspeech 2021 

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Deep Latent Emotion Network for Multi-Task Learning


Apr 18, 2021
Huangbin Zhang, Chong Zhao, Yu Zhang, Danlei Wang, Haichao Yang


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CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework


Apr 16, 2021
Yu Zhang, Moming Duan, Duo Liu, Li Li, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang

* This paper will be presented at IJCNN 2021 

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FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems


Apr 15, 2021
Li Li, Moming Duan, Duo Liu, Yu Zhang, Ao Ren, Xianzhang Chen, Yujuan Tan, Chengliang Wang

* This paper will be presented at IJCNN 2021 

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Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling


Apr 13, 2021
Isaac Elias, Heiga Zen, Jonathan Shen, Yu Zhang, Ye Jia, RJ Skerry-Ryan, Yonghui Wu

* Submitted to INTERSPEECH 2021 

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Pushing the Limits of Non-Autoregressive Speech Recognition


Apr 12, 2021
Edwin G. Ng, Chung-Cheng Chiu, Yu Zhang, William Chan

* Submitted to Interspeech 2021 

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Exploring Targeted Universal Adversarial Perturbations to End-to-end ASR Models


Apr 06, 2021
Zhiyun Lu, Wei Han, Yu Zhang, Liangliang Cao

* Submitted to INTERSPEECH 2021 

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Using Simulation to Aid the Design and Optimization of Intelligent User Interfaces for Quality Assurance Processes in Machine Learning


Apr 02, 2021
Yu Zhang, Martijn Tennekes, Tim de Jong, Lyana Curier, Bob Coecke, Min Chen


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PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS


Apr 02, 2021
Ye Jia, Heiga Zen, Jonathan Shen, Yu Zhang, Yonghui Wu

* Submitted to Interspeech 2021 

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On the limits of algorithmic prediction across the globe


Mar 28, 2021
Xingyu Li, Difan Song, Miaozhe Han, Yu Zhang, Rene F. Kizilcec


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Residual Energy-Based Models for End-to-End Speech Recognition


Mar 25, 2021
Qiujia Li, Yu Zhang, Bo Li, Liangliang Cao, Philip C. Woodland

* Submitted to Interspeech 2021 

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Learning Word-Level Confidence For Subword End-to-End ASR


Mar 11, 2021
David Qiu, Qiujia Li, Yanzhang He, Yu Zhang, Bo Li, Liangliang Cao, Rohit Prabhavalkar, Deepti Bhatia, Wei Li, Ke Hu, Tara N. Sainath, Ian McGraw

* To appear in ICASSP 2021 

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Self-supervised Low Light Image Enhancement and Denoising


Mar 01, 2021
Yu Zhang, Xiaoguang Di, Bin Zhang, Qingyan Li, Shiyu Yan, Chunhui Wang

* 10 pages, 7 figures 

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Fronthaul Compression and Passive Beamforming Design for Intelligent Reflecting Surface-aided Cloud Radio Access Networks


Feb 25, 2021
Yu Zhang, Xuelu Wu, Hong Peng, Caijun Zhong, Xiaoming Chen


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Reinforcement Learning of Beam Codebooks in Millimeter Wave and Terahertz MIMO Systems


Feb 22, 2021
Yu Zhang, Muhammad Alrabeiah, Ahmed Alkhateeb

* Submitted to IEEE, 30 pages, 9 figures. The dataset/code files will be available soon on the DeepMIMO website https://www.deepmimo.net/. arXiv admin note: text overlap with arXiv:2102.09084 

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Echo State Speech Recognition


Feb 18, 2021
Harsh Shrivastava, Ankush Garg, Yuan Cao, Yu Zhang, Tara Sainath


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Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems


Feb 18, 2021
Yu Zhang, Muhammad Alrabeiah, Ahmed Alkhateeb

* Asilomar 2020, dataset and code files will be available soon on the DeepMIMO website https://www.deepmimo.net/ 

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MATCH: Metadata-Aware Text Classification in A Large Hierarchy


Feb 15, 2021
Yu Zhang, Zhihong Shen, Yuxiao Dong, Kuansan Wang, Jiawei Han

* 12 pages; Accepted to WWW 2021 

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Multi-Objective Meta Learning


Feb 14, 2021
Feiyang Ye, Baijiong Lin, Zhixiong Yue, Pengxin Guo, Qiao Xiao, Yu Zhang


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Joint Transmit Precoding and Reflect Beamforming Design for IRS-Assisted MIMO Cognitive Radio Systems


Feb 02, 2021
Weiheng Jiang, Yu Zhang


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Generative Adversarial U-Net for Domain-free Medical Image Augmentation


Jan 12, 2021
Xiaocong Chen, Yun Li, Lina Yao, Ehsan Adeli, Yu Zhang


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Multiple Structural Priors Guided Self Attention Network for Language Understanding


Dec 29, 2020
Le Qi, Yu Zhang, Qingyu Yin, Ting Liu


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A Survey on Neural Network Interpretability


Dec 28, 2020
Yu Zhang, Peter Tiňo, Aleš Leonardis, Ke Tang


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