Intrinsic Fourier Analysis on the Manifold of Speech Sounds. - Aren Jansen; Partha Niyogi (ICASSP (1), 2006)

Semi-supervised learning of speech sounds. - Aren Jansen; Partha Niyogi (INTERSPEECH, 2007)

A hierarchical point process model for speech recognition. - Aren Jansen; Partha Niyogi (ICASSP, 2008)

Robust keyword spotting with rapidly adapting point process models. - Aren Jansen; Partha Niyogi (INTERSPEECH, 2009)

Point process models for event-based speech recognition. - Aren Jansen; Partha Niyogi (Speech Commun., 2009)

Point Process Models for Spotting Keywords in Continuous Speech. - Aren Jansen; Partha Niyogi (IEEE Trans. Speech Audio Process., 2009)

NLP on Spoken Documents Without ASR. - Mark Dredze; Aren Jansen; Glen Coppersmith; Ken Ward Church (EMNLP, 2010)

Detection-based speech recognition with sparse point process models. - Aren Jansen; Partha Niyogi (ICASSP, 2010)

Towards spoken term discovery at scale with zero resources. - Aren Jansen; Kenneth Church 001; Hynek Hermansky (INTERSPEECH, 2010)

Efficient spoken term discovery using randomized algorithms. - Aren Jansen; Benjamin Van Durme (ASRU, 2011)

Estimating document frequencies in a speech corpus. - Damianos G. Karakos; Mark Dredze; Ken Ward Church; Aren Jansen; Sanjeev Khudanpur (ASRU, 2011)

Whole word discriminative point process models. - Aren Jansen (ICASSP, 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; et al. (ICASSP, 2011)

Rapid Evaluation of Speech Representations for Spoken Term Discovery. - Michael A. Carlin; Samuel Thomas 001; Aren Jansen; Hynek Hermansky (INTERSPEECH, 2011)

Towards Unsupervised Training of Speaker Independent Acoustic Models. - Aren Jansen; Kenneth Church 001 (INTERSPEECH, 2011)

Event Selection from Phone Posteriorgrams Using Matched Filters. - Keith Kintzley; Aren Jansen; Hynek Hermansky (INTERSPEECH, 2011)

Indexing Raw Acoustic Features for Scalable Zero Resource Search. - Aren Jansen; Benjamin Van Durme (INTERSPEECH, 2012)

Intrinsic Spectral Analysis for Zero and High Resource Speech Recognition. - Aren Jansen; Samuel Thomas 001; Hynek Hermansky (INTERSPEECH, 2012)

Inverting the Point Process Model for Fast Phonetic Keyword Search. - Keith Kintzley; Aren Jansen; Kenneth Church 001; Hynek Hermansky (INTERSPEECH, 2012)

MAP Estimation of Whole-Word Acoustic Models with Dictionary Priors. - Keith Kintzley; Aren Jansen; Hynek Hermansky (INTERSPEECH, 2012)

Exploiting Discriminative Point Process Models for Spoken Term Detection. - Atta Norouzian; Aren Jansen; Richard C. Rose; Samuel Thomas 001 (INTERSPEECH, 2012)

Data-driven Posterior Features for Low Resource Speech Recognition Applications. - Samuel Thomas 001; Sriram Ganapathy; Aren Jansen; Hynek Hermansky (INTERSPEECH, 2012)

The JHU-HLTCOE Spoken Web Search System for MediaEval 2012. - Aren Jansen; Benjamin Van Durme; Pascal Clark (MediaEval, 2012)

Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings. - Keith D. Levin; Katharine Henry; Aren Jansen; Karen Livescu (ASRU, 2013)

The FIRE 2013 Question Answering for the Spoken Web Task. - Douglas W. Oard; Jerome White; Jiaul H. Paik; Rashmi Sankepally; Aren Jansen (FIRE, 2013)

Frequency offset correction in speech without detecting pitch. - Pascal Clark; Sri Harish Reddy Mallidi; Aren Jansen; Hynek Hermansky (ICASSP, 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 001; Sanjeev Khudanpur; Kenneth Church 001; Naomi Feldman; Hynek Hermansky; Florian Metze; Richard C. Rose; Mike Seltzer; Pascal Clark; et al. (ICASSP, 2013)

Weak top-down constraints for unsupervised acoustic model training. - Aren Jansen; Samuel Thomas 001; Hynek Hermansky (ICASSP, 2013)

Zero resource graph-based confidence estimation for open vocabulary spoken term detection. - Atta Norouzian; Richard C. Rose; Sina Hamidi Ghalehjegh; Aren Jansen (ICASSP, 2013)

Text-to-speech inspired duration modeling for improved whole-word acoustic models. - Keith Kintzley; Aren Jansen; Hynek Hermansky (INTERSPEECH, 2013)

Semi-supervised manifold learning approaches for spoken term verification. - Atta Norouzian; Richard C. Rose; Aren Jansen (INTERSPEECH, 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 (INTERSPEECH, 2013)

Intrinsic Spectral Analysis. - Aren Jansen; Partha Niyogi (IEEE Trans. Signal Process., 2013)

Unsupervised idiolect discovery for speaker recognition. - Aren Jansen; Daniel Garcia-Romero; Pascal Clark; Jaime Hernandez-Cordero (ICASSP, 2014)

Featherweight phonetic keyword search for conversational speech. - Keith Kintzley; Aren Jansen; Hynek Hermansky (ICASSP, 2014)

Low-resource open vocabulary keyword search using point process models. - Chunxi Liu; Aren Jansen; Guoguo Chen; Keith Kintzley; Jan Trmal; Sanjeev Khudanpur (INTERSPEECH, 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 001; Emmanuel Dupoux (LREC, 2014)

Unsupervised lexical clustering of speech segments using fixed-dimensional acoustic embeddings. - Herman Kamper; Aren Jansen; Simon King 001; Sharon Goldwater (SLT, 2014)

A keyword search system using open source software. - Jan Trmal; Guoguo Chen; Daniel Povey; Sanjeev Khudanpur; Pegah Ghahremani; Xiaohui Zhang 007; Vimal Manohar; Chunxi Liu; Aren Jansen; Dietrich Klakow; David Yarowsky; Florian Metze (SLT, 2014)

Unsupervised neural network based feature extraction using weak top-down constraints. - Herman Kamper; Micha Elsner; Aren Jansen; Sharon Goldwater (ICASSP, 2015)

Segmental acoustic indexing for zero resource keyword search. - Keith D. Levin; Aren Jansen; Benjamin Van Durme (ICASSP, 2015)

Content-based recommender systems for spoken documents. - Jonathan Wintrode; Gregory Sell; Aren Jansen; Michelle Fox; Daniel Garcia-Romero; Alan McCree (ICASSP, 2015)

Fully unsupervised small-vocabulary speech recognition using a segmental Bayesian model. - Herman Kamper; Aren Jansen; Sharon Goldwater (INTERSPEECH, 2015)

An evaluation of graph clustering methods for unsupervised term discovery. - Vince Lyzinski; Gregory Sell; Aren Jansen (INTERSPEECH, 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 (INTERSPEECH, 2015)

The zero resource speech challenge 2015. - Maarten Versteegh; Roland Thiollière; Thomas Schatz; Xuan-Nga Cao; Xavier Anguera; Aren Jansen; Emmanuel Dupoux (INTERSPEECH, 2015)

Using Zero-Resource Spoken Term Discovery for Ranked Retrieval. - Jerome White; Douglas W. Oard; Aren Jansen; Jiaul H. Paik; Rashmi Sankepally (HLT-NAACL, 2015)

A Test Collection for Spoken Gujarati Queries. - Douglas W. Oard; Rashmi Sankepally; Jerome White; Aren Jansen; Craig Harman (SIGIR, 2015)

A Framework for Evaluating Speech Representations. - Caitlin Richter; Naomi Feldman; Harini Salgado; Aren Jansen (CogSci, 2016)

Context-dependent point process models for keyword search and detection-based ASR. - Chunxi Liu; Aren Jansen; Sanjeev Khudanpur (ICASSP, 2016)

The Zero Resource Speech Challenge 2015: Proposed Approaches and Results. - Maarten Versteegh; Xavier Anguera; Aren Jansen; Emmanuel Dupoux (SLTU, 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)

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 (ICASSP, 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; et al. (ICASSP, 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 (ICASSP, 2017)

A segmental framework for fully-unsupervised large-vocabulary speech recognition. - Herman Kamper; Aren Jansen; Sharon Goldwater (Comput. Speech Lang., 2017)

Scalable out-of-sample extension of graph embeddings using deep neural networks. - Aren Jansen; Gregory Sell; Vince Lyzinski (Pattern Recognit. Lett., 2017)

Evaluating Low-Level Speech Features Against Human Perceptual Data. - Caitlin Richter; Naomi H. Feldman; Harini Salgado; Aren Jansen (Trans. Assoc. Comput. Linguistics, 2017)

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 (ICASSP, 2018)

Large-Scale Weakly-Supervised Content Embeddings for Music Recommendation and Tagging. - Qingqing Huang; Aren Jansen; Li Zhang 001; Daniel P. W. Ellis; Rif A. Saurous; John R. Anderson (ICASSP, 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 (ICASSP, 2020)

Improving Universal Sound Separation Using Sound Classification. - Efthymios Tzinis; Scott Wisdom; John R. Hershey; Aren Jansen; Daniel P. W. Ellis (ICASSP, 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 (INTERSPEECH, 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 (ISMIR, 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)

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)

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 (ICASSP, 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 (ICLR, 2021)

Attention Bottlenecks for Multimodal Fusion. - Arsha Nagrani; Shan Yang; Anurag Arnab; Aren Jansen; Cordelia Schmid; Chen Sun 002 (NeurIPS, 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 (WASPAA, 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 (WASPAA, 2021)

Universal Paralinguistic Speech Representations Using self-Supervised Conformers. - Joel Shor; Aren Jansen; Wei Han 002; Daniel S. Park; Yu Zhang 033 (ICASSP, 2022)

Text-Driven Separation of Arbitrary Sounds. - Kevin Kilgour; Beat Gfeller; Qingqing Huang; Aren Jansen; Scott Wisdom; Marco Tagliasacchi (INTERSPEECH, 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 (ISMIR, 2022)

BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition. - Yu Zhang 033; Daniel S. Park; Wei Han 002; James Qin; Anmol Gulati; Joel Shor; Aren Jansen; Yuanzhong Xu; Yanping Huang; Shibo Wang; Zongwei Zhou; Bo Li 028; et al. (IEEE J. Sel. Top. Signal Process., 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)

Dataset Balancing Can Hurt Model Performance. - R. Channing Moore; Daniel P. W. Ellis; Eduardo Fonseca; Shawn Hershey; Aren Jansen; Manoj Plakal (ICASSP, 2023)

MAQA: A Multimodal QA Benchmark for Negation. - Judith Yue Li; Aren Jansen; Qingqing Huang; Joonseok Lee; Ravi Ganti; Dima Kuzmin (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; et al. (CoRR, 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)

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 (AAAI, 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 004; Aren Jansen; Jacob Walker; Krishna Somandepalli (NeurIPS, 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 Sparre Andersen (ICLR, 2025)