Xiaodong Cui

2.8k citations

96 papers · 1.7k · 1 hit paper · h-index 22

Impact in

Signal Processing top 0.5%
- Speech and Audio Processing
- Music and Audio Processing
Artificial Intelligence top 1%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Topic Modeling
- Speech and dialogue systems
- Neural Networks and Applications

Papers in

Artificial Intelligence 86
- Speech Recognition and Synthesis 70
- Natural Language Processing Techniques 11
- Speech and dialogue systems 7
- Neural Networks and Applications 5
- Topic Modeling 5
Signal Processing 63
- Speech and Audio Processing 60
- Music and Audio Processing 45

Co-authors: Brian Kingsbury (24 shared papers)Vaibhava Goel (11 shared papers)Abeer Alwan (9 shared papers)A. Alwan (3 shared papers)Michael Picheny (10 shared papers)Yuqing Gao (9 shared papers)Mohamed Afify (9 shared papers)Yifan Gong (3 shared papers)
Journals: IEEE Transactions on Audio Speech and Language Processing (6 papers)Computer Speech & Language (3 papers)IEEE/ACM Transactions on Audio Speech and Language Processing (3 papers)Wireless Communications and Mobile Computing (1 paper)IEEE Signal Processing Magazine (1 paper)
Partner nations: United States China Germany

In The Last Decade

Xiaodong Cui

93 papers receiving 1.5k citations

Xiaodong Cui's Hit Papers

align trajectories log scale

Data Augmentation for Deep Neural Network Acoustic Modeling 2015 · 271 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2015 IEEE/ACM Transactions on Audio Speech and Language Processing

Peers

Countries citing papers authored by Xiaodong Cui

Since Specialization

Citations

This map shows the geographic impact of Xiaodong Cui's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaodong Cui with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaodong Cui more than expected).

Fields of papers citing papers by Xiaodong Cui

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaodong Cui. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaodong Cui. The network helps show where Xiaodong Cui may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaodong Cui, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaodong Cui Line = papers co-authored together Xiaodong Cui links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 96 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Data Augmentation for Deep Neural Network Acoustic Modeling IEEE/ACM Transactions on Audio Speech and Language Processing ·Xiaodong Cui, Vaibhava Goel, Brian Kingsbury Hit paper breakdown →	2015	271
2	Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks Neural Information Processing Systems ·Xiao Sun, Jungwook Choi, Chia Yu Chen, Naigang Wang, Swagath Venkataramani, Vijayalakshmi Srinivasan, Xiaodong Cui, Wei Zhang, Kailash Gopalakrishnan	2019	90
3	A Database of Vocal Tract Resonance Trajectories for Research in Speech Processing Li Deng, Xiaodong Cui, R. Pruvenok, Jianliang Huang, Sifat Momen, Yanyi Chen, A. Alwan	2006	81
4	Dilated Recurrent Neural Networks Neural Information Processing Systems ·Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael Witbrock, Mark Hasegawa‐Johnson, Thomas S. Huang	2017	72
5	Data Augmentation for deep neural network acoustic modeling Xiaodong Cui, Vaibhava Goel, Brian Kingsbury	2014	64
6	Data augmentation for deep convolutional neural network acoustic modeling Xiaodong Cui, Vaibhava Goel, Brian Kingsbury	2015	63
7	Multilingual representations for low resource speech recognition and keyword search White Rose Research Online (University of Leeds, The University of Sheffield, University of York) ·Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Eide Kislal, Lidia Mangu, Markus Nußbaum-Thom, Michael Picheny, Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney, Mark Gales, Kate Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland	2015	61
8	Ultra-Low Precision 4-bit Training of Deep Neural Networks Neural Information Processing Systems ·Xiao Sun, Naigang Wang, Chia‐Yu Chen, Jiamin Ni, Ankur Agrawal, Xiaodong Cui, Swagath Venkataramani, Kaoutar El Maghraoui, Vijayalakshmi Srinivasan, Kailash Gopalakrishnan	2020	59
9	Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation Mingke Xu, Fan Zhang, Xiaodong Cui, Wěi Zhāng	2021	54
10	System combination and score normalization for spoken term detection Cambridge University Engineering Department Publications Database ·Jonathan Mamou, Jia Cui, Xiaodong Cui, Mark Gales, Brian Kingsbury, Kate Knill, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland	2013	46
11	Noise robust speech recognition using feature compensation based on polynomial regression of utterance SNR IEEE Transactions on Speech and Audio Processing ·Xiaodong Cui, A. Alwan	2005	45
12	TBALL data collection: the making of a young children's speech corpus Abe Kazemzadeh, Hong You, Markus Iseli, Barbara Jones, Xiaodong Cui, Margaret Heritage, Patti Price, Elaine J. Anderson, Shrikanth Narayanan, Abeer Alwan	2005	43
13	A high-performance Cantonese keyword search system Cambridge University Engineering Department Publications Database ·Brian Kingsbury, Jia Cui, Xiaodong Cui, Mark Gales, Kate Knill, Jonathan Mamou, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland	2013	41
14	A Study of Variable-Parameter Gaussian Mixture Hidden Markov Modeling for Noisy Speech Recognition IEEE Transactions on Audio Speech and Language Processing ·Xiaodong Cui, Yifan Gong	2007	33
15	Developing speech recognition systems for corpus indexing under the IARPA Babel program Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Janice Kim, Brian Kingsbury, Jonathan Mamou, Lidia Mangu, Michael Picheny, Tara N. Sainath, Abhinav Sethy	2013	31
16	Multi-View and Multi-Objective Semi-Supervised Learning for HMM-Based Automatic Speech Recognition IEEE Transactions on Audio Speech and Language Processing ·Xiaodong Cui, Jing Huang, Jen‐Tzung Chien	2012	29
17	An empirical study of confusion modeling in keyword search for low resource languages Murat Saraçlar, Abhinav Sethy, Bhuvana Ramabhadran, Lidia Mangu, Jia Cui, Xiaodong Cui, Brian Kingsbury, Jonathan Mamou	2013	28
18	Adaptation of children’s speech with limited data based on formant-like peak alignment Computer Speech & Language ·Xiaodong Cui, Abeer Alwan	2005	28
19	Stereo-Based Stochastic Mapping for Robust Speech Recognition IEEE Transactions on Audio Speech and Language Processing ·Mohamed Afify, Xiaodong Cui, Yuqing Gao	2009	28
20	Federated Acoustic Modeling for Automatic Speech Recognition Xiaodong Cui, Songtao Lu, Brian Kingsbury	2021	26

About Xiaodong Cui

Xiaodong Cui is a scholar working on Artificial Intelligence, Signal Processing, Computer Vision and Pattern Recognition, Computational Mechanics and Ocean Engineering, having authored 96 papers that have together received 1.7k indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (70 papers), Speech and Audio Processing (60 papers), Music and Audio Processing (45 papers), Natural Language Processing Techniques (11 papers), Speech and dialogue systems (7 papers), Advanced Neural Network Applications (7 papers), Neural Networks and Applications (5 papers) and Topic Modeling (5 papers). The work is most often cited by research in Signal Processing (880 citations), Artificial Intelligence (1.2k citations), Computer Vision and Pattern Recognition (261 citations), Computational Mathematics (7 citations) and Experimental and Cognitive Psychology (134 citations). Xiaodong Cui has collaborated with scholars based in United States, China and Germany. Frequent co-authors include Brian Kingsbury, Vaibhava Goel, Abeer Alwan, A. Alwan, Michael Picheny, Yuqing Gao, Mohamed Afify, Yifan Gong, George Saon and Jia Cui. Their work appears in journals such as IEEE Transactions on Audio Speech and Language Processing, Computer Speech & Language, IEEE/ACM Transactions on Audio Speech and Language Processing, Wireless Communications and Mobile Computing and IEEE Signal Processing Magazine.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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Xiaodong Cui

Impact in

Papers in i

In The Last Decade

Xiaodong Cui

Xiaodong Cui's Hit Papers

Peers

Countries citing papers authored by Xiaodong Cui

Fields of papers citing papers by Xiaodong Cui

All Works

About Xiaodong Cui

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