Liping Deng

Generating author description...

All published works

Action	Title	Year	Authors
+	Hyperparameter recommendation via automated meta-feature selection embedded with kernel group Lasso learning	2024	Liping Deng Mingqing Xiao
+ PDF Chat	OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition	2023	Li Fu S.Z. Li Qingtao Li Fangzhu Li Liping Deng Lu Fan Meng Chen Youzheng Wu Xiaodong He
+	UFO2: A Unified Pre-Training Framework for Online and Offline Speech Recognition	2023	Li Fu Siqi Li Qingtao Li Liping Deng Fangzhu Li Fan Lü Meng Chen Xiaodong He
+	OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition	2023	Li Fu S.Z. Li Qingtao Li Fangzhu Li Liping Deng Fan Lü Meng Chen Youzheng Wu Xiaodong He
+	A New Automatic Hyperparameter Recommendation Approach Under Low-Rank Tensor Completion Framework	2022	Liping Deng Mingqing Xiao
+	UFO2: A unified pre-training framework for online and offline speech recognition	2022	Li Fu Siqi Li Qingtao Li Liping Deng Fangzhu Li Fan Lü Meng Chen Xiaodong He

Common Coauthors

Coauthor	Papers Together
Fangzhu Li	4
Meng Chen	3
Qingtao Li	3
Fan Lü	3
Siqi Li	2
Youzheng Wu	2
S.Z. Li	2
Li Fu	2
Xiaodong He	2
Mingqing Xiao	2
Xiaodong He	1
Lu Fan	1
Meng Chen	1
Qingtao Li	1
Li Fu	1
Li Fu	1
Xiaodong He	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Meta analysis of classification algorithms for pattern recognition	1999	So Young Sohn	2
+	Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization	2016	Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar	2
+	<i>R</i><sub>1</sub>-PCA	2006	Chris Ding Ding Zhou Xiaofeng He Hongyuan Zha	1
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	1
+	From Lasso regression to Feature vector machine	2005	Fan Li Yiming Yang Eric P. Xing	1
+	THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL	1997	Robert Tibshirani	1
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	1
+ PDF Chat	Tensor CP Decomposition With Structured Factor Matrices: Algorithms and Performance	2015	José Henrique de Morais Goulart Mélanie Boizard Rémy Boyer Gérard Favier Pierre Comon	1
+ PDF Chat	Sparse Additive Models	2009	Pradeep Ravikumar John Lafferty Han Liu Larry Wasserman	1
+	Tensor Factorization for Low-Rank Tensor Completion	2017	Pan Zhou Canyi Lu Zhouchen Lin Chao Zhang	1
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	1
+ PDF Chat	META-DES.Oracle: Meta-learning and feature selection for dynamic ensemble selection	2017	Rafael M. O. Cruz Robert Sabourin George D. C. Cavalcanti	1
+ PDF Chat	Streaming End-to-end Speech Recognition for Mobile Devices	2019	Yanzhang He Tara N. Sainath Rohit Prabhavalkar Ian McGraw Raziel Álvarez Ding Zhao David Rybach Anjuli Kannan Yonghui Wu Ruoming Pang	1
+ PDF Chat	Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization	2016	Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan	1
+ PDF Chat	wav2vec: Unsupervised Pre-Training for Speech Recognition	2019	Steffen Schneider Alexei Baevski Ronan Collobert Michael Auli	1
+ PDF Chat	A Survey on Tensor Techniques and Applications in Machine Learning	2019	Yuwang Ji Qiang Wang Xuan Li Jie Liu	1
+ PDF Chat	Multi-Task Self-Supervised Learning for Robust Speech Recognition	2020	Mirco Ravanelli Jianyuan Zhong Santiago Pascual Paweł Świętojański João Monteiro Jan Trmal Yoshua Bengio	1
+ PDF Chat	Transformer-Based Online CTC/Attention End-To-End Speech Recognition Architecture	2020	Haoran Miao Gaofeng Cheng Changfeng Gao Pengyuan Zhang Yonghong Yan	1
+ PDF Chat	Gpu-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition	2020	H. J. Braun Justin Luitjens R. Bret Leary Tim Kaldewey Daniel Povey	1
+ PDF Chat	Towards Fast and Accurate Streaming End-To-End ASR	2020	Bo Li Shuo-Yiin Chang Tara N. Sainath Ruoming Pang Yanzhang He Trevor Strohman Yonghui Wu	1
+ PDF Chat	Incremental Learning for End-to-End Automatic Speech Recognition	2021	Li Fu Xiaoxiao Li Libo Zi Zhengchen Zhang Youzheng Wu Xiaodong He Bowen Zhou	1
+ PDF Chat	Fast hyperparameter tuning using Bayesian optimization with directional derivatives	2020	Tinu Theckel Joy Santu Rana Sunil Gupta Svetha Venkatesh	1
+ PDF Chat	On hyperparameter optimization of machine learning algorithms: Theory and practice	2020	Li Yang Abdallah Shami	1
+	An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale	2020	Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly	1
+ PDF Chat	On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition	2020	Jinyu Li Yu Wu Yashesh Gaur Chengyi Wang Rui Zhao Shujie Liu	1
+ PDF Chat	Conformer: Convolution-augmented Transformer for Speech Recognition	2020	Anmol Gulati James Qin Chung‐Cheng Chiu Niki Parmar Yu Zhang Jiahui Yu Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu	1
+ PDF Chat	Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data	2021	Thibault Doutre Wei Han Min Ma Zhiyun Lu Chung‐Cheng Chiu Ruoming Pang Arun Narayanan Ananya Misra Yu Zhang Liangliang Cao	1
+ PDF Chat	Developing Real-Time Streaming Transformer Transducer for Speech Recognition on Large-Scale Dataset	2021	Chen Xie Yu Wu Zhenghao Wang Shujie Liu Jinyu Li	1
+ PDF Chat	How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms	2021	Jacques Wainer Pablo Fonseca	1
+ PDF Chat	Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges	2023	Bernd Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter Stefan Coors Janek Thomas Theresa Ullmann Marc Becker Anne‐Laure Boulesteix	1
+ PDF Chat	WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit	2021	Zhuoyuan Yao Di Wu Xiong Wang Binbin Zhang Fan Yu Chao Yang Zhendong Peng Xiaoyu Chen Lei Xie Xin Lei	1
+ PDF Chat	SUPERB: Speech Processing Universal PERformance Benchmark	2021	Shu-Wen Yang Po-Han Chi Yung-Sung Chuang Cheng-I Lai Kushal Lakhotia Yist Y. Lin Andy T. Liu Jiatong Shi Xuankai Chang Guan-Ting Lin	1
+ PDF Chat	Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning	2021	Songjun Cao Yueteng Kang Yanzhe Fu Xiaoshuo Xu Sining Sun Yike Zhang Long Ma	1
+ PDF Chat	GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio	2021	Guoguo Chen Shuzhou Chai Guanbo Wang Jiayu Du Wei-Qiang Zhang Chao Weng Dan Su Daniel Povey Jan Trmal Junbo Zhang	1
+ PDF Chat	AutoFormer: Searching Transformers for Visual Recognition	2021	Minghao Chen Houwen Peng Jianlong Fu Haibin Ling	1
+ PDF Chat	Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution	2022	Yangyang Shi Chunyang Wu Dilin Wang Alex Xiao Jay Mahadeokar Xiaohui Zhang Chunxi Liu Ke Li Yuan Shangguan Varun Nagaraja	1
+ PDF Chat	HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units	2021	Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdelrahman Mohamed	1
+ PDF Chat	WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing	2022	Sanyuan Chen Chengyi Wang Zhengyang Chen Yu Wu Shujie Liu Zhuo Chen Jinyu Li Naoyuki Kanda Takuya Yoshioka Xiong Xiao	1
+ PDF Chat	XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale	2022	Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu Naman Goyal Kritika Singh Patrick von Platen Yatharth Saraf Juan Pino	1
+	Deploying self-supervised learning in the wild for hybrid automatic speech recognition	2022	Mostafa Karimi Changliang Liu Kenichi Kumatani Yao Qian Tianyu Wu Jian Wu	1
+ PDF Chat	Self-Supervised Speech Representation Learning: A Review	2022	Abdelrahman Mohamed Hung-yi Lee Lasse Borgholt Jakob D. Havtorn Joakim Edin Christian Igel Katrin Kirchhoff Shang-Wen Li Karen Livescu Lars Maaløe	1
+ PDF Chat	SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition	2022	Li‐Chen Fu Xiaoxiao Li Runyu Wang Fan Lü Zhengchen Zhang Meng Chen Youzheng Wu Xiaodong He	1
+	A New Automatic Hyperparameter Recommendation Approach Under Low-Rank Tensor Completion Framework	2022	Liping Deng Mingqing Xiao	1
+	Regularization Paths for Generalized Linear Models via Coordinate Descent	2010	Jerome H. Friedman Trevor Hastie Robert Tibshirani	1
+ PDF Chat	MiniViT: Compressing Vision Transformers with Weight Multiplexing	2022	Jinnian Zhang Houwen Peng Kan Wu Mengchen Liu Bin Xiao Jianlong Fu Lu Yuan	1
+	Wilcoxon Signed‐Rank Test	2008	Robert F. Woolson	1
+ PDF Chat	Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning	2023	Chunxi Liu Yuan Shangguan Haichuan Yang Yangyang Shi Raghuraman Krishnamoorthi Ozlem Kalinli	1
+ PDF Chat	Robust Recovery of Subspace Structures by Low-Rank Representation	2012	Guangcan Liu Zhouchen Lin Shuicheng Yan Ju Sun Yong Yu Yi Ma	1