Aren Jansen

9.2k citations

68 papers · 4.8k · 2 hit papers · h-index 25

Impact in

Signal Processing top 0.1%
- Music and Audio Processing
- Speech and Audio Processing
Developmental Biology top 1%
- Animal Vocal Communication and Behavior

Papers in

Signal Processing 56
- Music and Audio Processing 49
- Speech and Audio Processing 38
Artificial Intelligence 52
- Speech Recognition and Synthesis 46
- Natural Language Processing Techniques 11
- Topic Modeling 4
- Algorithms and Data Compression 3

Co-authors: Daniel P. W. Ellis (7 shared papers)Manoj Plakal (5 shared papers)Robert C. Moore (4 shared papers)Jort F. Gemmeke (3 shared papers)Marvin Ritter (1 shared paper)Rif A. Saurous (4 shared papers)Shawn Hershey (5 shared papers)Bryan Seybold (1 shared paper)
Journals: The Journal of the Acoustical Society of America (1 paper)IEEE Transactions on Audio Speech and Language Processing (1 paper)Speech Communication (1 paper)Frontiers in Marine Science (1 paper)IEEE/ACM Transactions on Audio Speech and Language Processing (1 paper)
Partner nations: United States United Kingdom Canada

In The Last Decade

Aren Jansen

67 papers receiving 4.5k citations

Aren Jansen's Hit Papers

align trajectories log scale

Audio Set: An ontology and human-labeled dataset for audio events 2017 · 1.7k 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.

2017 Audio Set: An ontology and human-labeled dataset for audio events
2017 CNN architectures for large-scale audio classification

Peers

Countries citing papers authored by Aren Jansen

Since Specialization

Citations

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

Fields of papers citing papers by Aren Jansen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Aren Jansen, 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 Aren Jansen Line = papers co-authored together Aren Jansen 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 68 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Audio Set: An ontology and human-labeled dataset for audio events Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, Robert C. Moore, Manoj Plakal, Marvin Ritter Hit paper breakdown →	2017	1748
2	CNN architectures for large-scale audio classification Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, Robert C. Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin Wilson Hit paper breakdown →	2017	1491
3	Towards spoken term discovery at scale with zero resources Aren Jansen, Kenneth Church, Hynek Heřmanský	2010	92
4	Towards Learning a Universal Non-Semantic Representation of Speech arXiv (Cornell University) ·Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Félix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv	2020	83
5	A Convolutional Neural Network for Automated Detection of Humpback Whale Song in a Diverse, Long-Term Passive Acoustic Dataset Frontiers in Marine Science ·Ann N. Allen, M J Harvey, Lauren Harrell, Aren Jansen, Karlina Merkens, Carrie C. Wall, Julie Cattiau, Erin M. Oleson	2021	83
6	Evaluating speech features with the minimal-pair ABX task: analysis of the classical MFC/PLP pipeline Thomas Schatz, Vijayaditya Peddinti, Francis Bach, Aren Jansen, Hynek Heřmanský, Emmanuel Dupoux	2013	81
7	Efficient spoken term discovery using randomized algorithms Aren Jansen, Benjamin Van Durme	2011	75
8	Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings Keith Levin, Katharine E. Henry, Aren Jansen, Karen Livescu	2013	71
9	Unsupervised neural network based feature extraction using weak top-down constraints Edinburgh Research Explorer ·Herman Kamper, Micha Elsner, Aren Jansen, Sharon Goldwater	2015	65
10	A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge Edinburgh Research Explorer ·Daniel Renshaw, Herman Kamper, Aren Jansen, Sharon Goldwater	2015	59
11	Unsupervised Learning of Semantic Audio Representations Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, Robert C. Moore, Rif A. Saurous	2018	58
12	A segmental framework for fully-unsupervised large-vocabulary speech recognition Computer Speech & Language ·Herman Kamper, Aren Jansen, Sharon Goldwater	2017	54
13	Rapid evaluation of speech representations for spoken term discovery Michael A. Carlin, Samuel Thomas, Aren Jansen, Hynek Heřmanský	2011	53
14	Towards unsupervised training of speaker independent acoustic models Aren Jansen, Kenneth Church	2011	46
15	NLP on Spoken Documents Without ASR Mark Dredze, Aren Jansen, Glen Coppersmith, Kenneth Church	2010	42
16	Point Process Models for Spotting Keywords in Continuous Speech IEEE Transactions on Audio Speech and Language Processing ·Aren Jansen, Partha Niyogi	2009	41
17	The Zero Resource Speech Challenge 2015: Proposed Approaches and Results Procedia Computer Science ·Maarten Versteegh, Xavier Anguera, Aren Jansen, Emmanuel Dupoux	2016	41
18	Segmental acoustic indexing for zero resource keyword search Keith Levin, Aren Jansen, Benjamin Van Durme	2015	40
19	Weak top-down constraints for unsupervised acoustic model training Aren Jansen, Samuel Thomas, Hynek Heřmanský	2013	37
20	Unsupervised Word Segmentation and Lexicon Discovery Using Acoustic Word Embeddings IEEE/ACM Transactions on Audio Speech and Language Processing ·Herman Kamper, Aren Jansen, Sharon Goldwater	2016	36

About Aren Jansen

Aren Jansen is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Experimental and Cognitive Psychology and Information Systems, having authored 68 papers that have together received 4.8k indexed citations. Recurring topics across this work include Music and Audio Processing (49 papers), Speech Recognition and Synthesis (46 papers), Speech and Audio Processing (38 papers), Natural Language Processing Techniques (11 papers), Phonetics and Phonology Research (5 papers), Topic Modeling (4 papers), Advanced Image and Video Retrieval Techniques (4 papers) and Algorithms and Data Compression (3 papers). The work is most often cited by research in Signal Processing (3.3k citations), Developmental Biology (246 citations), Computer Vision and Pattern Recognition (1.6k citations), Artificial Intelligence (2.2k citations) and Experimental and Cognitive Psychology (378 citations). Aren Jansen has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Daniel P. W. Ellis, Manoj Plakal, Robert C. Moore, Jort F. Gemmeke, Marvin Ritter, Rif A. Saurous, Shawn Hershey, Bryan Seybold, Sourish Chaudhuri and Malcolm Slaney. Their work appears in journals such as The Journal of the Acoustical Society of America, IEEE Transactions on Audio Speech and Language Processing, Speech Communication, Frontiers in Marine Science and IEEE/ACM Transactions on Audio Speech and Language 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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