PUBLICATIONS
Preprints
V. Rozenfeld, and B. Laufer-Goldshtein
Uncertainty Quantification and Risk Control for Multi-Speaker Sound Source Localization
arXiv:2603.17377
2026
O. Michael, and B. Laufer-Goldshtein
Semi-Supervised GNN for Sound Source Localization with Prediction Intervals
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
O. Weisman, N. Shlezinger and B. Laufer-Goldshtein
Conformal Prediction Aided Kalman Filters with Confidence Intervals
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
A. Damri, B. Laufer-Goldshtein
Confident and Adaptive Generative Speech Recognition via Risk Control
In The 14th International Conference on Learning Representations (ICLR), 2026
Detection of Δ9-Tetrahydrocannabinol Impairment Using Resting-State Functional Near-Infrared Spectroscopy: A Randomized Clinical Trial
JAMA network open, 9, 1, Jan. 2026
2025
K. Cohen, L. Wolf, B. Laufer-Goldshtein
Discovering Directions of Uncertainty in Speech Inpainting
Annual Conference of the International Speech Communication Association (INTERSPEECH), 2025
Tzlil Avidan, B. Laufer-Goldshtein
Deep-Simplex Multichannel Speech Separation
Annual Conference of the International Speech Communication Association (INTERSPEECH), 2025
Yam Tawachi, B. Laufer-Goldshtein
Multi-Dimensional Conformal Prediction
In The 13th International Conference on Learning Representations (ICLR), 2025
V. Rozenfeld, and B. Laufer-Goldshtein
Conformal Prediction for Manifold-based Source Localization with Gaussian Processes
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
2024
B. Laufer-Goldshtein, A. Fisch, R. Barzilay, and T. Jaakkola
Risk-Controlling Model Selection via Guided Bayesian Optimization
Transactions on Machine Learning Research (TMLR), Oct. 2024
2023
B. Laufer-Goldshtein, A. Fisch, R. Barzilay, and T. Jaakkola
Efficiently controlling multiple risks with Pareto testing
In The 11th International Conference on Learning Representations (ICLR), 2023
2021
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Audio source separation by activity probability detection with maximum correlation and simplex geometry
EURASIP Journal on Audio, Speech and Music, vol. 2021, no. 5, pp. 1–16, Jan. 2021
A. Paz, E. Rafaeli, E. Bar-Kalifa, E. Gilboa-Schectman, S. Gannot, B. Laufer-Goldshtein, S. Narayanan, J. Keshet, and D. Atzil-Slonim
Intrapersonal and interpersonal vocal emotional dynamics during psychotherapy
Journal of Consulting and Clinical Psychology, vol. 89, no. 3, pp. 227–239, Jan. 2021
2020
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Multi-microphone speaker localization on manifolds
Foundations and Trends in Signal Processing, Now Publishers, Inc, vol. 26, no. 1-2, pp. 1–161, Oct. 2020
A. Bross, B. Laufer-Goldshtein and S. Gannot
Multiple speaker localization using mixture of Gaussian model with manifold-based centroids
The 28th European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, 2020.
2019
K. Weisberg, B. Laufer-Goldshtein, and S. Gannot
Simultaneous Tracking and Separation of Multiple Sources Using Factor Graph Model
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, no. 1, pp. 2848–2864, Oct. 2020
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Global and Local Simplex Representations for Multichannel Source Separation
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 914-928, Feb. 2020
Y. Laufer, B. Laufer-Goldshtein, and S. Gannot,
ML Estimation and CRBs for Reverberation, Speech and Noise PSDs in Rank-Deficient Noise Field
IEEE Transactions on Signal Processing, vol. 28, no. 1, pp. 619–634, Dec. 2019
A. Brendel, B. Laufer-Goldshtein, S. Gannot and W. Kellermann
Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Guadeloupe, West Indies, Dec. 2019
R. Opochinsky, B. Laufer-Goldshtein, S. Gannot, and G. Chechik
Deep ranking-based sound source localization
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, USA, Oct. 2019
A. Brendel, B. Laufer-Goldshtein, S. Gannot, R. Talmon and W. Kellermann
Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, May. 2019
2018
B. Laufer-Goldshtein, R. Talmon, and S. Gannot,
Source Counting and Separation Based on Simplex Analysis
IEEE Transactions on Signal Processing, vol. 66, no. 24, pp. 6458–6473, Dec. 2018
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
A Hybrid Approach for Speaker Tracking Based on TDOA and Data-Driven Models
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 4, pp. 725–735, Apr. 2018
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Diarization and Separation Based on a Data-Driven Simplex
The 26th European Signal Processing Conference (EUSIPCO), Rome, Italy, Sep. 2018
B. Laufer-Goldshtein, R. Talmon, I.Cohen, and S. Gannot
Multi-View Source Localization Based on Power Ratios
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, Apr. 2018
2017
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Semi-Supervised Source Localization on Multiple-Manifolds with Distributed Microphones
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 7, pp. 1477–1491, Jul. 2017
B. Laufer-Goldshtein, R. Talmon and S. Gannot
Speaker Tracking on Multiple-Manifolds with Distributed Microphones
International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Grenoble, France, Feb. 2017
2016
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Semi-Supervised Sound Source Localization Based on Manifold Regularization
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 8, pp. 1393–1407, Aug. 2016
B. Laufer-Goldshtein, R. Talmon and S. Gannot
A Real Life Experimental Study on Semi-Supervised Source Localization Based on Manifold Regularization
IEEE International Conference on the Science of Electrical Engineering (ICSEE), Eilat, Israel, Nov. 2016
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Manifold-Based Bayesian Inference for Semi-Supervised Source Localization
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, Mar. 2016
2015
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
A Study on Manifolds of Acoustic Responses
International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), Liberec, Czech Republic, Aug. 2015
final list for best student paper award
2013
B. Laufer-Goldshtein, R. Talmon, and S. Gannot
Relative Transfer Function Modeling for Supervised Source Localization
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, USA, Oct. 2013
short list for best student paper award