Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021

2020

Online prediction of time series with assumed behavior.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Redesigning the classification layer by randomizing the class representation vectors.

[BibT_eX]

[DOI]

Gabi Shalev

Gal-Lev Shalev

Joseph Keshet

CoRR, 2020

Minimal Modifications of Deep Neural Networks using Verification.

[BibT_eX]

[DOI]

Proceedings of the LPAR 2020: 23rd International Conference on Logic for Programming, 2020

Self-Supervised Contrastive Learning for Unsupervised Phoneme Segmentation.

[BibT_eX]

[DOI]

Felix Kreuk

Joseph Keshet

Yossi Adi

Proceedings of the Interspeech 2020, 2020

Hide and Speak: Towards Deep Neural Networks for Speech Steganography.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Phoneme Boundary Detection Using Learnable Segmental Features.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Hide and Speak: Deep Neural Networks for Speech Steganography.

[BibT_eX]

[DOI]

CoRR, 2019

Dr.VOT: Measuring Positive and Negative Voice Onset Time in the Wild.

[BibT_eX]

[DOI]

Yosi Shrem

Matthew Goldrick

Joseph Keshet

Proceedings of the Interspeech 2019, 2019

SpeechYOLO: Detection and Localization of Speech Objects.

[BibT_eX]

[DOI]

Yael Segal

Tzeviya Sylvia Fuchs

Joseph Keshet

Proceedings of the Interspeech 2019, 2019

2018

Adversarial Examples on Discrete Sequences for Beating Whole-Binary Malware Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Fooling End-to-end Speaker Verification by Adversarial Examples.

[BibT_eX]

[DOI]

CoRR, 2018

Turning Your Weakness Into a Strength: Watermarking Deep Neural Networks by Backdooring.

[BibT_eX]

[DOI]

Proceedings of the 27th USENIX Security Symposium, 2018

Out-of-Distribution Detection using Multiple Semantic Label Representations.

[BibT_eX]

[DOI]

Gabi Shalev

Yossi Adi

Joseph Keshet

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Fooling End-To-End Speaker Verification With Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Spoken Term Detection Automatically Adjusted for a Given Threshold.

[BibT_eX]

[DOI]

Tzeviya Fuchs

Joseph Keshet

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

Learning Similarity Function for Pronunciation Variations.

[BibT_eX]

[DOI]

Einat Naaman

Yossi Adi

Joseph Keshet

CoRR, 2017

Houdini: Fooling Deep Structured Prediction Models.

[BibT_eX]

[DOI]

CoRR, 2017

Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Automatic Measurement of Pre-Aspiration.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Learning Similarity Functions for Pronunciation Variations.

[BibT_eX]

[DOI]

Einat Naaman

Yossi Adi

Joseph Keshet

Proceedings of the Interspeech 2017, 2017

Sequence segmentation using joint RNN and structured prediction models.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

StructED: Risk Minimization in Structured Prediction.

[BibT_eX]

[DOI]

Yossi Adi

Joseph Keshet

J. Mach. Learn. Res., 2016

Domain Adaptation For Formant Estimation Using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Automatic measurement of vowel duration via structured prediction.

[BibT_eX]

[DOI]

CoRR, 2016

Formant Estimation and Tracking Using Deep Learning.

[BibT_eX]

[DOI]

Yehoshua Dissen

Joseph Keshet

Proceedings of the Interspeech 2016, 2016

Automatic Measurement of Voice Onset Time and Prevoicing Using Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

The relationship of voice onset time and Voice Offset Time to physical age.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Online Prediction of Exponential Decay Time Series with Human-Agent Application.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Context-Based Prediction of App Usage.

[BibT_eX]

[DOI]

CoRR, 2015

Risk Minimization in Structured Prediction using Orbit Loss.

[BibT_eX]

[DOI]

Danny Karmon

Joseph Keshet

CoRR, 2015

Vowel duration measurement using deep neural networks.

[BibT_eX]

[DOI]

Yossi Adi

Joseph Keshet

Matthew Goldrick

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2013

Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Predicting Human Strategic Decisions Using Facial Expressions.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Discriminative articulatory models for spoken term detection in low-resource conversational settings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Discriminative spoken term detection with limited data.

[BibT_eX]

[DOI]

Proceedings of the 2012 Symposium on Machine Learning in Speech and Language Processing, 2012

Automatic Measurement of Positive and Negative Voice Onset Time.

[BibT_eX]

[DOI]

Katharine Henry

Morgan Sonderegger

Joseph Keshet

Proceedings of the INTERSPEECH 2012, 2012

Discriminative Pronunciation Modeling: A Large-Margin, Feature-Rich Approach.

[BibT_eX]

[DOI]

Hao Tang

Joseph Keshet

Karen Livescu

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

Explicit Approximations of the Gaussian Kernel

[BibT_eX]

[DOI]

Andrew Cotter

Joseph Keshet

Nathan Srebro

CoRR, 2011

Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss.

[BibT_eX]

[DOI]

David A. McAllester

Joseph Keshet

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

A GPU-tailored approach for training kernelized SVMs.

[BibT_eX]

[DOI]

Andrew Cotter

Nathan Srebro

Joseph Keshet

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Direct Error Rate Minimization of Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

PAC-Bayesian approach for minimization of phoneme error rate.

[BibT_eX]

[DOI]

Joseph Keshet

David A. McAllester

Tamir Hazan

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Direct Loss Minimization for Structured Prediction.

[BibT_eX]

[DOI]

David A. McAllester

Tamir Hazan

Joseph Keshet

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Automatic discriminative measurement of voice onset time.

[BibT_eX]

[DOI]

Morgan Sonderegger

Joseph Keshet

Proceedings of the INTERSPEECH 2010, 2010

2009

Discriminative keyword spotting.

[BibT_eX]

[DOI]

Joseph Keshet

David Grangier