A. Jansen

发表

Modeling the temporal dynamics of distinctive feature landmark detectors for speech recognition.

Aren Jansen, Partha Niyogi, P. Niyogi, 2008, The Journal of the Acoustical Society of America.

A Framework for Evaluating Speech Representations

Aren Jansen, Naomi Feldman, Caitlin Richter, 2016, CogSci.

A Test Collection for Spoken Gujarati Queries

Aren Jansen, Douglas W. Oard, Craig Harman, 2015, SIGIR.

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

Kenneth Ward Church, Florian Metze, Aren Jansen, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

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

Aren Jansen, Daniel P. W. Ellis, Marvin Ritter, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A hierarchical point process model for speech recognition

Aren Jansen, Partha Niyogi, P. Niyogi, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

A keyword search system using open source software

David Yarowsky, Xiaohui Zhang, Florian Metze, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

A Geometric Perspective on Speech Sounds

P. Niyogi, A. Jansen, 2005 .

Thinking ahead: spontaneous next word predictions in context as a keystone of language in humans and machines

Aren Jansen, Kenneth A. Norman, Orrin Devinsky, 2022 .

Improving Universal Sound Separation Using Sound Classification Presentation

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2020 .

Temporal Dynamics of Meaning

Michael P. Brenner, K. Norman, A. Jansen, 2019, 2019 Conference on Cognitive Computational Neuroscience.

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

Tara N. Sainath, Quoc V. Le, Yonghui Wu, 2021, IEEE Journal of Selected Topics in Signal Processing.

Edinburgh Research Explorer A segmental framework for fully-unsupervised large-vocabulary speech recognition

A. Jansen, S. Goldwater, Herman Kampera, 2017 .

INTERSPEECH 2015, 16th Annual Conference of the International Speech Communication Association, Dresden, Germany, September 6-10, 2015

Aren Jansen, Sharon Goldwater, Herman Kamper, 2015, INTERSPEECH.

Proceedings of the IEEE Spoken Language Technology Workshop

Simon King, Aren Jansen, Sharon Goldwater, 2014 .

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

Aren Jansen, Gregory Sell, Vince Lyzinski, 2015, Pattern Recognit. Lett..

Attention Bottlenecks for Multimodal Fusion

C. Schmid, Chen Sun, A. Jansen, 2021, NeurIPS.

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

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2020, ICLR.

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

Aren Jansen, Daniel P. W. Ellis, Rif A. Saurous, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

CNN architectures for large-scale audio classification

Aren Jansen, Daniel P. W. Ellis, Ron J. Weiss, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

The Benefit of Temporally-Strong Labels in Audio Event Classification

Aren Jansen, Shawn Hershey, Manoj Plakal, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Aren Jansen, Hynek Hermansky, Francis Bach, 2013, INTERSPEECH.

Data-driven Posterior Features for Low Resource Speech Recognition Applications

Aren Jansen, Hynek Hermansky, Samuel Thomas, 2012, INTERSPEECH.

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

Aren Jansen, Karen Livescu, Keith Levin, 2013, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding.

Point process models for event-based speech recognition

Aren Jansen, Partha Niyogi, P. Niyogi, 2009, Speech Commun..

A Probabilistic Speech Recognition Framework Based on the Temporal Dynamics of Distinctive Feature Landmark Detectors

Aren Jansen, Partha Niyogi, P. Niyogi, 2007 .

Shared computational principles for language processing in humans and deep language models

Omer Levy, K. Norman, A. Jansen, 2022, Nature Neuroscience.

The zero resource speech challenge 2017

Aren Jansen, Xavier Anguera Miró, Maarten Versteegh, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines

Samuel A. Nastase, Michael P. Brenner, K. Norman, 2020, bioRxiv.

Evaluating Low-Level Speech Features Against Human Perceptual Data

Aren Jansen, Naomi Feldman, Caitlin Richter, 2017, TACL.

MusicLM: Generating Music From Text

Timo I. Denk, A. Jansen, Jesse Engel, 2023, ArXiv.

The Zero Resource Speech Challenge 2015: Proposed Approaches and Results

Aren Jansen, Xavier Anguera Miró, Maarten Versteegh, 2016, SLTU.

An evaluation of graph clustering methods for unsupervised term discovery

Aren Jansen, Gregory Sell, Vince Lyzinski, 2015, INTERSPEECH.

Universal Paralinguistic Speech Representations Using self-Supervised Conformers

A. Jansen, Daniel S. Park, Wei Han, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Towards Learning a Universal Non-Semantic Representation of Speech pdf

Aren Jansen, Marco Tagliasacchi, Dotan Emanuel, 2020, INTERSPEECH.

MuLan: A Joint Embedding of Music Audio and Natural Language

Judith Yue Li, D. Ellis, A. Jansen, 2022, ISMIR.

Unsupervised Learning of Semantic Audio Representations

Aren Jansen, Daniel P. W. Ellis, Rif A. Saurous, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Text-Driven Separation of Arbitrary Sounds

A. Jansen, Scott Wisdom, Kevin Kilgour, 2022, INTERSPEECH.

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

Scott Wisdom, Aren Jansen, John R. Hershey, 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Improving Universal Sound Separation Using Sound Classification

Efthymios Tzinis, Scott Wisdom, Aren Jansen, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

V2Meow: Meowing to the Visual Beat via Music Generation

Judith Yue Li, Timo I. Denk, D. Kuzmin, 2023, 2305.06594.

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

Aren Jansen, Daniel P. W. Ellis, Qingqing Huang, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A machine-learning based objective measure for ALS disease severity

Michael P. Brenner, A. Jansen, Kevin McCloskey, 2022, npj Digital Medicine.

Self-Supervised Learning from Automatically Separated Sound Scenes

Scott Wisdom, Aren Jansen, John R. Hershey, 2021, 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

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

Aren Jansen, Sharon Goldwater, Herman Kamper, 2016, Comput. Speech Lang..

Efficient spoken term discovery using randomized algorithms

Aren Jansen, Benjamin Van Durme, A. Jansen, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

Rapid Evaluation of Speech Representations for Spoken Term Discovery

Aren Jansen, Hynek Hermansky, Michael A. Carlin, 2011, INTERSPEECH.

Intrinsic Fourier Analysis on the Manifold of Speech Sounds

Aren Jansen, Partha Niyogi, P. Niyogi, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

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

Aren Jansen, Sharon Goldwater, Herman Kamper, 2015, INTERSPEECH.

A Convolutional Neural Network for Automated Detection of Humpback Whale Song in a Diverse, Long-Term Passive Acoustic Dataset

A. Jansen, E. Oleson, C. Wall, 2021, Frontiers in Marine Science.

Unsupervised Word Segmentation and Lexicon Discovery Using Acoustic Word Embeddings

Aren Jansen, Sharon Goldwater, Herman Kamper, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

MAP Estimation of Whole-Word Acoustic Models with Dictionary Priors

Aren Jansen, Hynek Hermansky, Keith Kintzley, 2012, INTERSPEECH.

Towards Learning Semantic Audio Representations from Unlabeled Data

Aren Jansen, Daniel P. W. Ellis, Rif A. Saurous, 2017 .

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

Simon King, Aren Jansen, Sharon Goldwater, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

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

Aren Jansen, Daniel P. W. Ellis, Shawn Hershey, 2020, IEEE Signal Processing Letters.

Point Process Models for Spotting Keywords in Continuous Speech

Aren Jansen, Partha Niyogi, P. Niyogi, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

Dataset Balancing Can Hurt Model Performance

D. Ellis, A. Jansen, R. C. Moore, 2023, IEEE International Conference on Acoustics, Speech, and Signal Processing.

Large-scale audio event discovery in one million YouTube videos

Aren Jansen, Daniel P. W. Ellis, Xiaofeng Liu, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Semi-supervised manifold learning approaches for spoken term verification

Aren Jansen, Richard C. Rose, Atta Norouzian, 2013, INTERSPEECH.

Towards spoken term discovery at scale with zero resources

Kenneth Ward Church, Aren Jansen, Hynek Hermansky, 2010, INTERSPEECH.

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

Aren Jansen, Micha Elsner, Sharon Goldwater, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Geoffrey Zweig, Les E. Atlas, Aren Jansen, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Indexing Raw Acoustic Features for Scalable Zero Resource Search

Aren Jansen, Benjamin Van Durme, A. Jansen, 2012, INTERSPEECH.

Thinking ahead: prediction in context as a keystone of language in humans and machines

A. Jansen, A. Flinker, Patricia Dugan, 2020 .

Content-based recommender systems for spoken documents

Aren Jansen, Alan McCree, Daniel Garcia-Romero, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Estimating document frequencies in a speech corpus

Aren Jansen, Mark Dredze, Sanjeev Khudanpur, 2011, 2011 IEEE Workshop on Automatic Speech Recognition & Understanding.

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

A. Jansen, S. Goldwater, H. Kamper, 2015, INTERSPEECH.

Speech Recognition with Segmental Conditional Random Fields: Final Report from the 2010 JHU Summer Workshop

Geoffrey Zweig, Aren Jansen, Hynek Hermansky, 2010 .