Aren Jansen

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 61

Top Venues

CoRR

ICASSP

INTERSPEECH

SLT

Publications

Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk
V2Meow: Meowing to the Visual Beat via Video-to-Music Generation. AAAI (2024)
Gwanghyun Kim, Alonso Martinez, Yu-Chuan Su, Brendan Jou, José Lezama, Agrim Gupta, Lijun Yu, Lu Jiang, Aren Jansen, Jacob Walker, Krishna Somandepalli
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation. CoRR (2024)
R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal
Dataset Balancing Can Hurt Model Performance. ICASSP (2023)
R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal
Dataset balancing can hurt model performance. CoRR (2023)
Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin
MAQA: A Multimodal QA Benchmark for Negation. CoRR (2023)
Andrea Agostinelli, Timo I. Denk, Zalán Borsos, Jesse H. Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, Matthew Sharifi, Neil Zeghidour, Christian Havnø Frank
MusicLM: Generating Music From Text. CoRR (2023)
Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk
V2Meow: Meowing to the Visual Beat via Music Generation. CoRR (2023)
Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis
MuLan: A Joint Embedding of Music Audio and Natural Language. CoRR (2022)
Fernando Vieira, Subhashini Venugopalan, Alan S. Premasiri, Maeve McNally, Aren Jansen, Kevin McCloskey, Michael P. Brenner, Steven Perrin
A machine-learning based objective measure for ALS disease severity. npj Digit. Medicine 5 (2022)
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Joel Shor, Aren Jansen, Wei Han, Daniel S. Park, Yu Zhang
Universal Paralinguistic Speech Representations Using self-Supervised Conformers. ICASSP (2022)
Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis
MuLan: A Joint Embedding of Music Audio and Natural Language. ISMIR (2022)
Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi
Text-Driven Separation of Arbitrary Sounds. CoRR (2022)
Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi
Text-Driven Separation of Arbitrary Sounds. INTERSPEECH (2022)
Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun
Attention Bottlenecks for Multimodal Fusion. CoRR (2021)
Shawn Hershey, Daniel P. W. Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R. Channing Moore, Manoj Plakal
The Benefit of Temporally-Strong Labels in Audio Event Classification. ICASSP (2021)
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation. WASPAA (2021)
Yu Zhang, Daniel S. Park, Wei Han, James Qin, Anmol Gulati, Joel Shor, Aren Jansen, Yuanzhong Xu, Yanping Huang, Shibo Wang, Zongwei Zhou, Bo Li, Min Ma, William Chan, Jiahui Yu, Yongqiang Wang, Liangliang Cao, Khe Chai Sim, Bhuvana Ramabhadran, Tara N. Sainath, Françoise Beaufays, Zhifeng Chen, Quoc V. Le, Chung-Cheng Chiu, Ruoming Pang, Yonghui Wu
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. CoRR (2021)
Shawn Hershey, Daniel P. W. Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R. Channing Moore, Manoj Plakal
The Benefit Of Temporally-Strong Labels In Audio Event Classification. CoRR (2021)
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
Self-Supervised Learning from Automatically Separated Sound Scenes. CoRR (2021)
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation. CoRR (2021)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. ICLR (2021)
Joel Shor, Aren Jansen, Wei Han, Daniel S. Park, Yu Zhang
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers. CoRR (2021)
Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun
Attention Bottlenecks for Multimodal Fusion. NeurIPS (2021)
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
Self-Supervised Learning from Automatically Separated Sound Scenes. WASPAA (2021)
Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous
Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision. ICASSP (2020)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Daniel P. W. Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. CoRR (2020)
Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Félix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv
Towards Learning a Universal Non-Semantic Representation of Speech. INTERSPEECH (2020)
Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore, Xavier Serra
Addressing Missing Labels in Large-scale Sound Event Recognition using a Teacher-student Framework with Loss Masking. CoRR (2020)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. ICASSP (2020)
Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Felix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv
Towards Learning a Universal Non-Semantic Representation of Speech. CoRR (2020)
Qingqing Huang, Aren Jansen, Li Zhang, Daniel P. W. Ellis, Rif A. Saurous, John R. Anderson
Large-Scale Weakly-Supervised Content Embeddings for Music Recommendation and Tagging. ICASSP (2020)
Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking. IEEE Signal Process. Lett. 27 (2020)
Ayush Patwari, Nicholas Kong, Jun Wang, Ullas Gargi, Michele Covell, Aren Jansen
Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion. ISMIR (2020)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. CoRR (2019)
Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous
Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision. CoRR (2019)
Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous
Unsupervised Learning of Semantic Audio Representations. ICASSP (2018)
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson
CNN architectures for large-scale audio classification. ICASSP (2017)
Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous
Unsupervised Learning of Semantic Audio Representations. CoRR (2017)
Herman Kamper, Aren Jansen, Sharon Goldwater
A segmental framework for fully-unsupervised large-vocabulary speech recognition. Comput. Speech Lang. 46 (2017)
Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman
Large-scale audio event discovery in one million YouTube videos. ICASSP (2017)
Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, Marvin Ritter
Audio Set: An ontology and human-labeled dataset for audio events. ICASSP (2017)
Caitlin Richter, Naomi H. Feldman, Harini Salgado, Aren Jansen
Evaluating Low-Level Speech Features Against Human Perceptual Data. Trans. Assoc. Comput. Linguistics 5 (2017)
Aren Jansen, Gregory Sell, Vince Lyzinski
Scalable out-of-sample extension of graph embeddings using deep neural networks. Pattern Recognit. Lett. 94 (2017)
Maarten Versteegh, Xavier Anguera, Aren Jansen, Emmanuel Dupoux
The Zero Resource Speech Challenge 2015: Proposed Approaches and Results. SLTU (2016)
Chunxi Liu, Aren Jansen, Sanjeev Khudanpur
Context-dependent point process models for keyword search and detection-based ASR. ICASSP (2016)
Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin W. Wilson
CNN Architectures for Large-Scale Audio Classification. CoRR (2016)
Herman Kamper, Aren Jansen, Sharon Goldwater
Unsupervised Word Segmentation and Lexicon Discovery Using Acoustic Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 24 (4) (2016)
Herman Kamper, Aren Jansen, Sharon Goldwater
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings. CoRR (2016)
Herman Kamper, Aren Jansen, Sharon Goldwater
A segmental framework for fully-unsupervised large-vocabulary speech recognition. CoRR (2016)
Caitlin Richter, Naomi Feldman, Harini Salgado, Aren Jansen
A Framework for Evaluating Speech Representations. CogSci (2016)
Maarten Versteegh, Roland Thiollière, Thomas Schatz, Xuan-Nga Cao, Xavier Anguera, Aren Jansen, Emmanuel Dupoux
The zero resource speech challenge 2015. INTERSPEECH (2015)
Aren Jansen, Gregory Sell, Vince Lyzinski
Scalable Out-of-Sample Extension of Graph Embeddings Using Deep Neural Networks. CoRR (2015)
Vince Lyzinski, Gregory Sell, Aren Jansen
An evaluation of graph clustering methods for unsupervised term discovery. INTERSPEECH (2015)
Keith D. Levin, Aren Jansen, Benjamin Van Durme
Segmental acoustic indexing for zero resource keyword search. ICASSP (2015)
Jerome White, Douglas W. Oard, Aren Jansen, Jiaul H. Paik, Rashmi Sankepally
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval. HLT-NAACL (2015)
Daniel Renshaw, Herman Kamper, Aren Jansen, Sharon Goldwater
A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge. INTERSPEECH (2015)
Herman Kamper, Aren Jansen, Sharon Goldwater
Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model. INTERSPEECH (2015)
Herman Kamper, Micha Elsner, Aren Jansen, Sharon Goldwater
Unsupervised neural network based feature extraction using weak top-down constraints. ICASSP (2015)
Douglas W. Oard, Rashmi Sankepally, Jerome White, Aren Jansen, Craig Harman
A Test Collection for Spoken Gujarati Queries. SIGIR (2015)
Jonathan Wintrode, Gregory Sell, Aren Jansen, Michelle Fox, Daniel Garcia-Romero, Alan McCree
Content-based recommender systems for spoken documents. ICASSP (2015)
Chunxi Liu, Aren Jansen, Guoguo Chen, Keith Kintzley, Jan Trmal, Sanjeev Khudanpur
Low-resource open vocabulary keyword search using point process models. INTERSPEECH (2014)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Featherweight phonetic keyword search for conversational speech. ICASSP (2014)
Aren Jansen, Daniel Garcia-Romero, Pascal Clark, Jaime Hernandez-Cordero
Unsupervised idiolect discovery for speaker recognition. ICASSP (2014)
Herman Kamper, Aren Jansen, Simon King, Sharon Goldwater
Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings. SLT (2014)
Bogdan Ludusan, Maarten Versteegh, Aren Jansen, Guillaume Gravier, Xuan-Nga Cao, Mark Johnson, Emmanuel Dupoux
Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems. LREC (2014)
Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze
A keyword search system using open source software. SLT (2014)
Atta Norouzian, Richard C. Rose, Sina Hamidi Ghalehjegh, Aren Jansen
Zero resource graph-based confidence estimation for open vocabulary spoken term detection. ICASSP (2013)
Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP (2013)
Douglas W. Oard, Jerome White, Jiaul H. Paik, Rashmi Sankepally, Aren Jansen
The FIRE 2013 Question Answering for the Spoken Web Task. FIRE (2013)
Aren Jansen, Partha Niyogi
Intrinsic Spectral Analysis. IEEE Trans. Signal Process. 61 (7) (2013)
Keith D. Levin, Katharine Henry, Aren Jansen, Karen Livescu
Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings. ASRU (2013)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Text-to-speech inspired duration modeling for improved whole-word acoustic models. INTERSPEECH (2013)
Pascal Clark, Sri Harish Reddy Mallidi, Aren Jansen, Hynek Hermansky
Frequency offset correction in speech without detecting pitch. ICASSP (2013)
Thomas Schatz, Vijayaditya Peddinti, Francis R. Bach, Aren Jansen, Hynek Hermansky, Emmanuel Dupoux
Evaluating speech features with the minimal-pair ABX task: analysis of the classical MFC/PLP pipeline. INTERSPEECH (2013)
Atta Norouzian, Richard C. Rose, Aren Jansen
Semi-supervised manifold learning approaches for spoken term verification. INTERSPEECH (2013)
Aren Jansen, Samuel Thomas, Hynek Hermansky
Weak top-down constraints for unsupervised acoustic model training. ICASSP (2013)
Keith Kintzley, Aren Jansen, Kenneth Church, Hynek Hermansky
Inverting the Point Process Model for Fast Phonetic Keyword Search. INTERSPEECH (2012)
Atta Norouzian, Aren Jansen, Richard C. Rose, Samuel Thomas
Exploiting Discriminative Point Process Models for Spoken Term Detection. INTERSPEECH (2012)
Aren Jansen, Benjamin Van Durme
Indexing Raw Acoustic Features for Scalable Zero Resource Search. INTERSPEECH (2012)
Aren Jansen, Benjamin Van Durme, Pascal Clark
The JHU-HLTCOE Spoken Web Search System for MediaEval 2012. MediaEval (2012)
Aren Jansen, Samuel Thomas, Hynek Hermansky
Intrinsic Spectral Analysis for Zero and High Resource Speech Recognition. INTERSPEECH (2012)
Keith Kintzley, Aren Jansen, Hynek Hermansky
MAP Estimation of Whole-Word Acoustic Models with Dictionary Priors. INTERSPEECH (2012)
Samuel Thomas, Sriram Ganapathy, Aren Jansen, Hynek Hermansky
Data-driven Posterior Features for Low Resource Speech Recognition Applications. INTERSPEECH (2012)
Aren Jansen, Kenneth Church
Towards Unsupervised Training of Speaker Independent Acoustic Models. INTERSPEECH (2011)
Michael A. Carlin, Samuel Thomas, Aren Jansen, Hynek Hermansky
Rapid Evaluation of Speech Representations for Spoken Term Discovery. INTERSPEECH (2011)
Aren Jansen
Whole word discriminative point process models. ICASSP (2011)
Damianos G. Karakos, Mark Dredze, Ken Ward Church, Aren Jansen, Sanjeev Khudanpur
Estimating document frequencies in a speech corpus. ASRU (2011)
Geoffrey Zweig, Patrick Nguyen, Dirk Van Compernolle, Kris Demuynck, Les E. Atlas, Pascal Clark, Gregory Sell, Meihong Wang, Fei Sha, Hynek Hermansky, Damianos G. Karakos, Aren Jansen, Samuel Thomas, Sivaram G. S. V. S., Samuel R. Bowman, Justine T. Kao
Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop. ICASSP (2011)
Keith Kintzley, Aren Jansen, Hynek Hermansky
Event Selection from Phone Posteriorgrams Using Matched Filters. INTERSPEECH (2011)
Aren Jansen, Benjamin Van Durme
Efficient spoken term discovery using randomized algorithms. ASRU (2011)
Aren Jansen, Partha Niyogi
Detection-based speech recognition with sparse point process models. ICASSP (2010)
Aren Jansen, Kenneth Church, Hynek Hermansky
Towards spoken term discovery at scale with zero resources. INTERSPEECH (2010)
Mark Dredze, Aren Jansen, Glen Coppersmith, Ken Ward Church
NLP on Spoken Documents Without ASR. EMNLP (2010)
Aren Jansen, Partha Niyogi
Robust keyword spotting with rapidly adapting point process models. INTERSPEECH (2009)
Aren Jansen, Partha Niyogi
Point Process Models for Spotting Keywords in Continuous Speech. IEEE Trans. Speech Audio Process. 17 (8) (2009)
Aren Jansen, Partha Niyogi
Point process models for event-based speech recognition. Speech Commun. 51 (12) (2009)
Aren Jansen, Partha Niyogi
A hierarchical point process model for speech recognition. ICASSP (2008)
Aren Jansen, Partha Niyogi
Semi-supervised learning of speech sounds. INTERSPEECH (2007)
Aren Jansen, Partha Niyogi
Intrinsic Fourier Analysis on the Manifold of Speech Sounds. ICASSP (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aren Jansen