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PUBLICATIONS

Monographs

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

Full-Length Conference Publications

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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​

Published Journal Publications

1. 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

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2. 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

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3. 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

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4. 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

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5. 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.

 

6. 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

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7. 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


8. 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

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9. 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

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10. 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

Conference and Workshop Proceedings

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1. 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.

 

2. 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

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3. 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


4. 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

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5. 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

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6. 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

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7. 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

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8. 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

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9. 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

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10. 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

 

11. 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

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