John R. Hershey

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

Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Bird Classification with Unsupervised Sound Separation.

[BibT_eX]

[DOI]

Tom Denton

Scott Wisdom

Proceedings of the IEEE International Conference on Acoustics, 2022

AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention.

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

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

DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement.

[BibT_eX]

[DOI]

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

Self-Supervised Learning from Automatically Separated Sound Scenes.

[BibT_eX]

[DOI]

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

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Continuous Speech Separation Using Speaker Inventory for Long Recording.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

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

[BibT_eX]

[DOI]

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

What's all the Fuss about Free Universal Sound Separation Data?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

End-To-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Sound Separation Using Mixtures of Mixtures.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised Sound Separation Using Mixture Invariant Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improving Universal Sound Separation Using Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Sound Event Detection in Domestic Environments using Sound Separation.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2019

Adversarial training and decoding strategies for end-to-end neural conversation models.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2019

Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement.

[BibT_eX]

[DOI]

CoRR, 2019

Universal Sound Separation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

End-to-End Multilingual Multi-Speaker Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Differentiable Consistency Constraints for Improved Deep Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

The Phasebook: Building Complex Masks via Discrete Representations for Source Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

SDR - Half-baked or Well Done?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Exploring Tradeoffs in Models for Low-Latency Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Alternative Objective Functions for Deep Clustering.

[BibT_eX]

[DOI]

Zhong-Qiu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation.

[BibT_eX]

[DOI]

Zhong-Qiu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

End-to-End Multi-Speaker Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Speaker Adaptation for Multichannel End-to-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Purely End-to-End System for Multi-speaker Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

Unified Architecture for Multichannel End-to-End Speech Recognition With Neural Beamforming.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

Prior-based Binary Masking and Discriminative Methods for Reverberant and Noisy Speech Recognition Using Distant Stereo Microphones.

[BibT_eX]

[DOI]

J. Inf. Process., 2017

Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2017

Attention-Based Multimodal Fusion for Video Description.

[BibT_eX]

[DOI]

CoRR, 2017

Multichannel End-to-end Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Attention-Based Multimodal Fusion for Video Description.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Student-teacher network learning with enhanced features.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep long short-term memory adaptive beamforming networks for multichannel robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep clustering and conventional networks for music separation: Stronger together.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Language independent end-to-end architecture for joint language identification and speech recognition.

[BibT_eX]

[DOI]

Takaaki Hori

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Multi-level language modeling and decoding for open vocabulary end-to-end speech recognition.

[BibT_eX]

[DOI]

Takaaki Hori

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Early and late integration of audio features for automatic video description.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

Joint CTC/attention decoding for end-to-end speech recognition.

[BibT_eX]

[DOI]

Takaaki Hori

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Toolkits for Robust Speech Processing.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Preliminaries.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Novel Deep Architectures in Speech Processing.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

Deep Recurrent Networks for Separation and Recognition of Single-Channel Speech in Nonstationary Background Audio.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Global-Local Face Upsampling Network.

[BibT_eX]

[DOI]

Oncel Tuzel

Yuichi Taguchi

CoRR, 2016

Dialog state tracking with attention-based sequence-to-sequence learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Full-Capacity Unitary Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Single-Channel Multi-Speaker Separation Using Deep Clustering.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Driver confusion status detection using recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Deep beamforming networks for multi-channel speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep unfolding for multichannel source separation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Minimum word error training of long short-term memory recurrent neural network language models for speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Deep clustering: Discriminative embeddings for segmentation and separation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks.

[BibT_eX]

[DOI]

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

Uncertainty propagation through deep neural networks.

[BibT_eX]

[DOI]

Ahmed Hussen Abdelaziz

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

Micbots: Collecting large realistic datasets for speech and audio research using mobile robots.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Deep NMF for speech separation.

[BibT_eX]

[DOI]

Felix Weninger

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures.

[BibT_eX]

[DOI]

Felix Weninger

CoRR, 2014

Discriminative NMF and its application to single-channel source separation.

[BibT_eX]

[DOI]

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

Cost-level integration of statistical and rule-based dialog managers.

[BibT_eX]

[DOI]

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

Sequential maximum mutual information linear discriminant analysis for speech recognition.

[BibT_eX]

[DOI]

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

Log-linear dialog manager.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Non-negative source-filter dynamical system for speech enhancement.

[BibT_eX]

[DOI]

Umut Simsekli

Proceedings of the IEEE International Conference on Acoustics, 2014

Discriminatively trained recurrent neural networks for single-channel speech separation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Sequence discriminative training for low-rank deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Hierarchical and coupled non-negative dynamical systems with application to audio modeling.

[BibT_eX]

[DOI]

Umut Simsekli

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Ensemble learning for speech enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Statistical Dialogue Management using Intention Dependency Graph.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Stereo-based feature enhancement using dictionary learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Effectiveness of discriminative training and feature transformation for reverberated and noisy speech.

[BibT_eX]

[DOI]

Yuuki Tachioka

Proceedings of the IEEE International Conference on Acoustics, 2013

Source localization in reverberant environments using sparse optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Non-negative dynamical system with application to speech and audio.

[BibT_eX]

[DOI]

Cédric Févotte

Proceedings of the IEEE International Conference on Acoustics, 2013

A generalized discriminative training framework for system combination.

[BibT_eX]

[DOI]

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

2012

Hidden Markov Acoustic Modeling With Bootstrap and Restructuring for Low-Resourced Languages.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2012

Indirect model-based speech enhancement.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Factorial Models for Noise Robust Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011

Entropy-based motion selection for touch-based registration using Rao-Blackwellized particle filtering.

[BibT_eX]

[DOI]

Yuichi Taguchi

Tim K. Marks

Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Acoustic Modeling with Bootstrap and Restructuring Based on Full Covariance.

[BibT_eX]

[DOI]

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

Clustering of bootstrapped acoustic model with full covariance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Single-Channel Multitalker Speech Recognition.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2010

Tracking Motion, Deformation, and Texture Using Conditionally Gaussian Processes.

[BibT_eX]

[DOI]

Tim K. Marks

Javier R. Movellan

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Super-human multi-talker speech recognition: A graphical modeling approach.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2010

Monaural speech separation and recognition challenge.

[BibT_eX]

[DOI]

Martin Cooke

Comput. Speech Lang., 2010

Modeling posterior probabilities using the linear exponential family.

[BibT_eX]

[DOI]

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

Signal interaction and the devil function.

[BibT_eX]

[DOI]

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

Restructuring exponential family mixture models.

[BibT_eX]

[DOI]

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

2009

Variational loopy belief propagation for multi-talker speech recognition.

[BibT_eX]

[DOI]

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

Refactoring acoustic models using variational expectation-maximization.

[BibT_eX]

[DOI]

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

Single-channel speech separation and recognition using loopy belief propagation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Refactoring acoustic models using variational density approximation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

A fast, accurate approximation to log likelihood of Gaussian mixture models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Hierarchical variational loopy belief propagation for multi-talker speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Efficient model-based speech separation and denoising using non-negative subspace analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Optimizing speech recognition grammars using a measure of similarity between hidden Markov models.

[BibT_eX]

[DOI]

Binit Mohanty

Suleyman Serdar Kozat

Vaibhava Goel

Proceedings of the IEEE International Conference on Acoustics, 2008

Variational Bhattacharyya divergence for hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Accelerated Monte Carlo for Kullback-Leibler divergence between Gaussian mixture models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Bhattacharyya error and divergence using variational importance sampling.

[BibT_eX]

[DOI]

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

Word confusability - measuring hidden Markov model similarity.

[BibT_eX]

[DOI]

Jia-Yu Chen

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

Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Variational Kullback-Leibler divergence for Hidden Markov models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Single Channel Speech Separation Using Factorial Dynamics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

The Iroquois model: using temporal dynamics to separate speakers.

[BibT_eX]

[DOI]

Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2006

Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

Perceptual inference in generative models.

[BibT_eX]

[DOI]

PhD thesis, 2005

2004

Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Model-based fusion of bone and air sensors for speech enhancement and robust speech recognition.

[BibT_eX]

[DOI]

Zhengyou Zhang

Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing, 2004

Single microphone source separation using high resolution signal reconstruction.

[BibT_eX]

[DOI]

Hagai Attias

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio-visual graphical models for speech processing.

[BibT_eX]

[DOI]

Hagai Attias

Nebojsa Jojic

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM.

[BibT_eX]

[DOI]

Hagai Attias

Proceedings of the Computer Vision, 2004

3D Tracking of Morphable Objects Using Conditionally Gaussian Nonlinear Filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2001

Audio-Visual Sound Separation Via Hidden Markov Models.

[BibT_eX]

[DOI]

Michael Casey

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000

A Low-Level Cortical Perception Model with Applications to Image Analysis.

[BibT_eX]

[DOI]

Irina F. Gorodnitsky

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Audio Vision: Using Audio-Visual Synchrony to Locate Sounds.

[BibT_eX]

[DOI]