Aren Jansen

According to our database, Aren Jansen authored at least 84 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Long-Form Speech Generation with Spoken Language Models.

Se Jin Park, Julian Salazar, Aren Jansen, Keisuke Kinoshita, Yong Man Ro, R. J. Skerry-Ryan

CoRR, 2024

MELODI: Exploring Memory Compression for Long Contexts.

Yinpeng Chen, DeLesley Hutchins, Aren Jansen, Andrey Zhmoginov, David Racz, Jesper Andersen

CoRR, 2024

A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation.

Gwanghyun Kim, Alonso Martinez, Yu-Chuan Su, Brendan Jou, José Lezama, Agrim Gupta, Lijun Yu, Lu Jiang, Aren Jansen, Jacob Walker, Krishna Somandepalli

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

V2Meow: Meowing to the Visual Beat via Video-to-Music Generation.

Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

V2Meow: Meowing to the Visual Beat via Music Generation.

Kun Su, Judith Yue Li, Qingqing Huang, Dima Kuzmin, Joonseok Lee, Chris Donahue, Fei Sha, Aren Jansen, Yu Wang, Mauro Verzetti, Timo I. Denk

CoRR, 2023

MusicLM: Generating Music From Text.

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

CoRR, 2023

MAQA: A Multimodal QA Benchmark for Negation.

Judith Yue Li, Aren Jansen, Qingqing Huang, Joonseok Lee, Ravi Ganti, Dima Kuzmin

CoRR, 2023

Dataset Balancing Can Hurt Model Performance.

R. Channing Moore, Daniel P. W. Ellis, Eduardo Fonseca, Shawn Hershey, Aren Jansen, Manoj Plakal

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

A machine-learning based objective measure for ALS disease severity.

Fernando Vieira, Subhashini Venugopalan, Alan S. Premasiri, Maeve McNally, Aren Jansen, Kevin McCloskey, Michael P. Brenner, Steven Perrin

npj Digit. Medicine, 2022

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition.

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

IEEE J. Sel. Top. Signal Process., 2022

MuLan: A Joint Embedding of Music Audio and Natural Language.

Qingqing Huang, Aren Jansen, Joonseok Lee, Ravi Ganti, Judith Yue Li, Daniel P. W. Ellis

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Text-Driven Separation of Arbitrary Sounds.

Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Universal Paralinguistic Speech Representations Using self-Supervised Conformers.

Joel Shor, Aren Jansen, Wei Han, Daniel S. Park, Yu Zhang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation.

Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Self-Supervised Learning from Automatically Separated Sound Scenes.

Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Attention Bottlenecks for Multimodal Fusion.

Arsha Nagrani, Shan Yang, Anurag Arnab, Aren Jansen, Cordelia Schmid, Chen Sun

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds.

Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey

Proceedings of the 9th International Conference on Learning Representations, 2021

The Benefit of Temporally-Strong Labels in Audio Event Classification.

Shawn Hershey, Daniel P. W. Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R. Channing Moore, Manoj Plakal

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking.

Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore

IEEE Signal Process. Lett., 2020

Addressing Missing Labels in Large-scale Sound Event Recognition using a Teacher-student Framework with Loss Masking.

Eduardo Fonseca, Shawn Hershey, Manoj Plakal, Daniel P. W. Ellis, Aren Jansen, R. Channing Moore, Xavier Serra

CoRR, 2020

Semantically Meaningful Attributes from Co-Listen Embeddings for Playlist Exploration and Expansion.

Ayush Patwari, Nicholas Kong, Jun Wang, Ullas Gargi, Michele Covell, Aren Jansen

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Towards Learning a Universal Non-Semantic Representation of Speech.

Joel Shor, Aren Jansen, Ronnie Maor, Oran Lang, Omry Tuval, Félix de Chaumont Quitry, Marco Tagliasacchi, Ira Shavitt, Dotan Emanuel, Yinnon Haviv

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Improving Universal Sound Separation Using Sound Classification.

Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Coincidence, Categorization, and Consolidation: Learning to Recognize Sounds with Minimal Supervision.

Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, R. Channing Moore, Manoj Plakal, Ashok C. Popat, Rif A. Saurous

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Large-Scale Weakly-Supervised Content Embeddings for Music Recommendation and Tagging.

Qingqing Huang, Aren Jansen, Li Zhang, Daniel P. W. Ellis, Rif A. Saurous, John R. Anderson

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2018

Unsupervised Learning of Semantic Audio Representations.

Aren Jansen, Manoj Plakal, Ratheet Pandya, Daniel P. W. Ellis, Shawn Hershey, Jiayang Liu, R. Channing Moore, Rif A. Saurous

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Evaluating Low-Level Speech Features Against Human Perceptual Data.

Caitlin Richter, Naomi H. Feldman, Harini Salgado, Aren Jansen

Trans. Assoc. Comput. Linguistics, 2017

Scalable out-of-sample extension of graph embeddings using deep neural networks.

Aren Jansen, Gregory Sell, Vince Lyzinski

Pattern Recognit. Lett., 2017

A segmental framework for fully-unsupervised large-vocabulary speech recognition.

Herman Kamper, Aren Jansen, Sharon Goldwater

Comput. Speech Lang., 2017

Large-scale audio event discovery in one million YouTube videos.

Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

CNN architectures for large-scale audio classification.

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

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Audio Set: An ontology and human-labeled dataset for audio events.

Jort F. Gemmeke, Daniel P. W. Ellis, Dylan Freedman, Aren Jansen, Wade Lawrence, R. Channing Moore, Manoj Plakal, Marvin Ritter

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Unsupervised Word Segmentation and Lexicon Discovery Using Acoustic Word Embeddings.

Herman Kamper, Aren Jansen, Sharon Goldwater

IEEE ACM Trans. Audio Speech Lang. Process., 2016

The Zero Resource Speech Challenge 2015: Proposed Approaches and Results.

Maarten Versteegh, Xavier Anguera, Aren Jansen, Emmanuel Dupoux

Proceedings of the SLTU-2016, 2016

Context-dependent point process models for keyword search and detection-based ASR.

Chunxi Liu, Aren Jansen, Sanjeev Khudanpur

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Framework for Evaluating Speech Representations.

Caitlin Richter, Naomi Feldman, Harini Salgado, Aren Jansen

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

A Test Collection for Spoken Gujarati Queries.

Douglas W. Oard, Rashmi Sankepally, Jerome White, Aren Jansen, Craig Harman

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Using Zero-Resource Spoken Term Discovery for Ranked Retrieval.

Jerome White, Douglas W. Oard, Aren Jansen, Jiaul H. Paik, Rashmi Sankepally

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

The zero resource speech challenge 2015.

Maarten Versteegh, Roland Thiollière, Thomas Schatz, Xuan-Nga Cao, Xavier Anguera, Aren Jansen, Emmanuel Dupoux

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

A comparison of neural network methods for unsupervised representation learning on the zero resource speech challenge.

Daniel Renshaw, Herman Kamper, Aren Jansen, Sharon Goldwater

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

An evaluation of graph clustering methods for unsupervised term discovery.

Vince Lyzinski, Gregory Sell, Aren Jansen

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model.

Herman Kamper, Aren Jansen, Sharon Goldwater

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Content-based recommender systems for spoken documents.

Jonathan Wintrode, Gregory Sell, Aren Jansen, Michelle Fox, Daniel Garcia-Romero, Alan McCree

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Segmental acoustic indexing for zero resource keyword search.

Keith D. Levin, Aren Jansen, Benjamin Van Durme

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Unsupervised neural network based feature extraction using weak top-down constraints.

Herman Kamper, Micha Elsner, Aren Jansen, Sharon Goldwater

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

A keyword search system using open source software.

Jan Trmal, Guoguo Chen, Daniel Povey, Sanjeev Khudanpur, Pegah Ghahremani, Xiaohui Zhang, Vimal Manohar, Chunxi Liu, Aren Jansen, Dietrich Klakow, David Yarowsky, Florian Metze

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings.

Herman Kamper, Aren Jansen, Simon King, Sharon Goldwater

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems.

Bogdan Ludusan, Maarten Versteegh, Aren Jansen, Guillaume Gravier, Xuan-Nga Cao, Mark Johnson, Emmanuel Dupoux

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Low-resource open vocabulary keyword search using point process models.

Chunxi Liu, Aren Jansen, Guoguo Chen, Keith Kintzley, Jan Trmal, Sanjeev Khudanpur

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Featherweight phonetic keyword search for conversational speech.

Keith Kintzley, Aren Jansen, Hynek Hermansky

Proceedings of the IEEE International Conference on Acoustics, 2014

Unsupervised idiolect discovery for speaker recognition.

Aren Jansen, Daniel Garcia-Romero, Pascal Clark, Jaime Hernandez-Cordero

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Intrinsic Spectral Analysis.

Aren Jansen, Partha Niyogi

IEEE Trans. Signal Process., 2013

Evaluating speech features with the minimal-pair ABX task: analysis of the classical MFC/PLP pipeline.

Thomas Schatz, Vijayaditya Peddinti, Francis R. Bach, Aren Jansen, Hynek Hermansky, Emmanuel Dupoux

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Semi-supervised manifold learning approaches for spoken term verification.

Atta Norouzian, Richard C. Rose, Aren Jansen

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Text-to-speech inspired duration modeling for improved whole-word acoustic models.

Keith Kintzley, Aren Jansen, Hynek Hermansky

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Zero resource graph-based confidence estimation for open vocabulary spoken term detection.

Atta Norouzian, Richard C. Rose, Sina Hamidi Ghalehjegh, Aren Jansen

Proceedings of the IEEE International Conference on Acoustics, 2013

Weak top-down constraints for unsupervised acoustic model training.

Aren Jansen, Samuel Thomas, Hynek Hermansky

Proceedings of the IEEE International Conference on Acoustics, 2013

A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition.

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

Proceedings of the IEEE International Conference on Acoustics, 2013

Frequency offset correction in speech without detecting pitch.

Pascal Clark, Sri Harish Reddy Mallidi, Aren Jansen, Hynek Hermansky

Proceedings of the IEEE International Conference on Acoustics, 2013

The FIRE 2013 Question Answering for the Spoken Web Task.

Douglas W. Oard, Jerome White, Jiaul H. Paik, Rashmi Sankepally, Aren Jansen

Proceedings of the 5th 2013 Forum on Information Retrieval Evaluation, 2013

Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings.

Keith D. Levin, Katharine Henry, Aren Jansen, Karen Livescu

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

The JHU-HLTCOE Spoken Web Search System for MediaEval 2012.

Aren Jansen, Benjamin Van Durme, Pascal Clark

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Data-driven Posterior Features for Low Resource Speech Recognition Applications.

Samuel Thomas, Sriram Ganapathy, Aren Jansen, Hynek Hermansky

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Exploiting Discriminative Point Process Models for Spoken Term Detection.

Atta Norouzian, Aren Jansen, Richard C. Rose, Samuel Thomas

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

MAP Estimation of Whole-Word Acoustic Models with Dictionary Priors.

Keith Kintzley, Aren Jansen, Hynek Hermansky

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Inverting the Point Process Model for Fast Phonetic Keyword Search.

Keith Kintzley, Aren Jansen, Kenneth Church, Hynek Hermansky

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Intrinsic Spectral Analysis for Zero and High Resource Speech Recognition.

Aren Jansen, Samuel Thomas, Hynek Hermansky

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Indexing Raw Acoustic Features for Scalable Zero Resource Search.

Aren Jansen, Benjamin Van Durme

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Event Selection from Phone Posteriorgrams Using Matched Filters.

Keith Kintzley, Aren Jansen, Hynek Hermansky

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Towards Unsupervised Training of Speaker Independent Acoustic Models.

Aren Jansen, Kenneth Church

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Rapid Evaluation of Speech Representations for Spoken Term Discovery.

Michael A. Carlin, Samuel Thomas, Aren Jansen, Hynek Hermansky

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Speech recognitionwith segmental conditional random fields: A summary of the JHU CLSP 2010 Summer Workshop.

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

Proceedings of the IEEE International Conference on Acoustics, 2011

Whole word discriminative point process models.

Aren Jansen

Proceedings of the IEEE International Conference on Acoustics, 2011

Estimating document frequencies in a speech corpus.

Damianos G. Karakos, Mark Dredze, Ken Ward Church, Aren Jansen, Sanjeev Khudanpur

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Efficient spoken term discovery using randomized algorithms.

Aren Jansen, Benjamin Van Durme

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Towards spoken term discovery at scale with zero resources.

Aren Jansen, Kenneth Church, Hynek Hermansky

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Detection-based speech recognition with sparse point process models.

Aren Jansen, Partha Niyogi

Proceedings of the IEEE International Conference on Acoustics, 2010

NLP on Spoken Documents Without ASR.

Mark Dredze, Aren Jansen, Glen Coppersmith, Ken Ward Church

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009

Point Process Models for Spotting Keywords in Continuous Speech.

Aren Jansen, Partha Niyogi

IEEE Trans. Speech Audio Process., 2009

Point process models for event-based speech recognition.

Aren Jansen, Partha Niyogi

Speech Commun., 2009

Robust keyword spotting with rapidly adapting point process models.

Aren Jansen, Partha Niyogi

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008

A hierarchical point process model for speech recognition.

Aren Jansen, Partha Niyogi

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Semi-supervised learning of speech sounds.

Aren Jansen, Partha Niyogi

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2006

Intrinsic Fourier Analysis on the Manifold of Speech Sounds.

Aren Jansen, Partha Niyogi

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006