Andrew Senior

93.4k citations

89 papers · 21.7k indexed · 14 hit papers · h-index 41

Impact in

Signal Processing top 0.01%
- Speech and Audio Processing
- Music and Audio Processing
Artificial Intelligence top 0.02%
- Speech Recognition and Synthesis
- Natural Language Processing Techniques
- Topic Modeling
- Anomaly Detection Techniques and Applications
- Neural Networks and Applications

Papers in

Signal Processing 39
- Speech and Audio Processing 29
- Music and Audio Processing 26
Computer Vision and Pattern Recognition 44
- Video Surveillance and Tracking Methods 16
- Handwritten Text Recognition Techniques 9
- Face recognition and analysis 8
- Face and Expression Recognition 7

Co-authors: Tara N. Sainath Haşim Sak Vincent Vanhoucke Patrick Nguyen Navdeep Jaitly Geoffrey E. Hinton Li Deng Dong Yu
Journals: IEEE Signal Processing Magazine (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (3 papers)Nature (2 papers)Computational Linguistics (1 paper)IEEE Journal of Selected Topics in Signal Processing (1 paper)
Partner nations: United States United Kingdom Canada

In The Last Decade

Andrew Senior

87 papers receiving 20.2k citations

Hit Papers

14 papers align trajectories log scale

Accurate proteome-wide missense variant effect prediction with AlphaMissense 2023 · 692 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.

2023 Science
2020 Nature
2019 Proteins Structure Function and Bioinformatics
2018 IEEE Transactions on Pattern Analysis and Machine Intelligence
2015 Learning the speech front-end with raw waveform CLDNNs
2015 Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks
2014 Long short-term memory recurrent neural network architectures for large scale acoustic modeling
2013 On rectified linear units for speech processing
2013 Statistical parametric speech synthesis using deep neural networks
2012 IEEE Signal Processing Magazine
2012 IEEE Signal Processing Magazine
2012 Neural Information Processing Systems
2011 Improving the speed of neural networks on CPUs
2003 Proceedings of the IEEE

Peers

Countries citing papers authored by Andrew Senior

Since Specialization

Citations

This map shows the geographic impact of Andrew Senior'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 Andrew Senior with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrew Senior more than expected).

Fields of papers citing papers by Andrew Senior

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrew Senior. 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 Andrew Senior. The network helps show where Andrew Senior may publish in the future.

Co-authors

The 25 scholars most cited alongside Andrew Senior, 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 Andrew Senior Line = papers co-authored together Andrew Senior links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Learning high-accuracy error decoding for quantum processors Nature ·Johannes Bausch, Andrew Senior, Francisco J. H. Heras, Thomas Edlich, Alex Davies, Michael Newman, Cody Jones, Kevin J. Satzinger, Murphy Yuezhen Niu, Sam Blackwell, George Holland, Dvir Kafri, Juan Atalaya, Craig Gidney, Demis Hassabis, Sergio Boixo, Hartmut Neven, Pushmeet Kohli	2024	18
2	Machine Learning for Ancient Languages: A Survey Computational Linguistics ·Bright Odike, Yannis Assael, John Pavlopoulos, K. Sung, Andrew Senior, Chris Dyer, John Bodel, Jonathan Prag, Ion Androutsopoulos, Nando de Freitas	2023	18
3	Visual Person Searches for Retail Loss Detection : Application and Evaluation PUB – Publications at Bielefeld University (Bielefeld University) ·Andrew Senior, Lisa M. Brown, (unknown), (unknown), Max Lu, Yun Zhai, Arun Hampapur	2019	0
4	Latent Predictor Networks for Code Generation Ling Wang, Phil Blunsom, Edward Grefenstette, Karl Moritz Hermann, Tomáš Kočiský, Fumin Wang, Andrew Senior	2016	176
5	Convolutional, Long Short-Term Memory, fully connected Deep Neural Networks Tara N. Sainath, Oriol Vinyals, Andrew Senior, Haşim Sak Hit paper breakdown →	2015	1080
6	Learning the speech front-end with raw waveform CLDNNs Tara N. Sainath, Ron J. Weiss, Andrew Senior, Kevin Wilson, Oriol Vinyals Hit paper breakdown →	2015	275
7	Sequence discriminative distributed training of long short-term memory recurrent neural networks Haşim Sak, Oriol Vinyals, Georg Heigold, Andrew Senior, Erik McDermott, Rajat Monga, M. Mao	2014	96
8	Asynchronous stochastic optimization for sequence training of deep neural networks: towards big data Erik McDermott, Georg Heigold, Pedro J. Moreno, Andrew Senior, Michiel Bacchiani	2014	6
9	Large scale deep neural network acoustic modeling with semi-supervised training data for YouTube video transcription Hank Liao, Erik McDermott, Andrew Senior	2013	122
10	Statistical parametric speech synthesis using deep neural networks Heiga Zen, Andrew Senior, Mike Schuster Hit paper breakdown →	2013	554
11	Large Scale Distributed Deep Networks Neural Information Processing Systems ·Jay B. Dean, Greg S. Corrado, Rajat Monga, Kai Chen, Matthieu Devin, M. Mao, Marc’Aurelio Ranzato, Andrew Senior, Paul A. Tucker, Ke Yang, Quoc V. Le, Andrew Y. Ng Hit paper breakdown →	2012	1706
12	Deep Neural Networks for Acoustic Modeling in Speech Recognition IEEE Signal Processing Magazine ·Geoffrey E. Hinton, Li Deng, Dong Yu, George E. Dahl, Abdelrahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara N. Sainath, Brian Kingsbury Hit paper breakdown →	2012	1169
13	Searching surveillance video Arun Hampapur, Lisa M. Brown, Rogério Feris, Andrew Senior, Chiao-Fe Shu, Yingli Tian, Yun Zhai, Max Lu	2007	26
14	Smart Video Surveillance IEEE Signal Processing Magazine ·Arun Hampapur, Lisa M. Brown, Jonathan H. Connell, Ahmet Ekin, Norman Haas, Max Lu, 充治岡田, Sharath Pankanti, Andrew Senior, Chiao-Fe Shu, Yingli Tian	2005	40
15	Blinkering Surveillance: Enabling Video Privacy through Computer Vision Andrew Senior, Sharath Pankanti, Arun Hampapur, Lisa M. Brown, Yingli Tian, Ahmet Ekin	2003	24
16	Using constrained snakes for feature spotting in off-line cursive script Andrew Senior, F. Fallside	2002	0
17	Improved Fingerpring Matching by Distortion Removal IEICE Transactions on Information and Systems ·Andrew Senior, Ruud M. Bolle	2001	61
18	Recovering frontal-pose image from a single profile image K P Crone, Narendra Ahuja, C. Neti, Andrew Senior	2000	3
19	On the use of visual information for improving audio-based speaker recognition. AVSP ·Andrew Senior, C. Neti, B. Maison	1999	10
20	Forward-backward retraining of recurrent neural networks Neural Information Processing Systems ·Andrew Senior, Anthony J. Robinson	1995	22

About Andrew Senior

Andrew Senior is a scholar working on Signal Processing, Computer Vision and Pattern Recognition, Artificial Intelligence, Human-Computer Interaction and Safety, Risk, Reliability and Quality, having authored 89 papers that have together received 21.7k indexed citations. Recurring topics across this work include Speech Recognition and Synthesis (35 papers), Speech and Audio Processing (29 papers), Music and Audio Processing (26 papers), Video Surveillance and Tracking Methods (16 papers), Handwritten Text Recognition Techniques (9 papers), Face recognition and analysis (8 papers), Face and Expression Recognition (7 papers) and Natural Language Processing Techniques (7 papers). The work is most often cited by research in Signal Processing (7.0k citations), Artificial Intelligence (11.1k citations), Computer Vision and Pattern Recognition (5.3k citations), Health Informatics (116 citations) and Computational Mathematics (40 citations). Andrew Senior has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Tara N. Sainath, Haşim Sak, Vincent Vanhoucke, Patrick Nguyen, Navdeep Jaitly, Geoffrey E. Hinton, Li Deng, Dong Yu, Abdelrahman Mohamed and Brian Kingsbury. Their work appears in journals such as IEEE Signal Processing Magazine, IEEE Transactions on Pattern Analysis and Machine Intelligence, Nature, Computational Linguistics and IEEE Journal of Selected Topics in Signal Processing.

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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