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PUBLICATIONS

Journal Publications
  1. Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “Deep clustering based on a mixture of autoencoders”, IEEE Machine Learning for Signal Processing Workshop (MLSP), 2019.

  2. Shlomo E. Chazan, Hodaya Hammer, Gershon Hazan, Jacob Goldberger and Sharon Gannot, “Multi-microphone speaker separation based on deep DOA estimation”, The European Signal Processing Conference (EUSIPCO), 2019.

  3. Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “Attention-based neural network for joint diarization and speaker extraction”, Int. Workshop on Acoustic Signal Enhancement (IWAENC), 2018.

  4. Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, “LCMV beamformer with DNN-based multichannel concurrent speakers detector”, The European Signal Processing Conference (EUSIPCO), 2018.

  5. Ori Ernst, Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “Speech dereverberation using fully convolutional networks”, The European Signal Processing Conference (EUSIPCO), 2018.

  6. Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “Training strategies for deep latent models and applications to speech presence probability estimation”, Int. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), 2018.

  7. Hodaya Hammer, Gilad Rath, Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, “Speech enhancement with deep neural networks using MoG based labels”, Int. Conference on the Science of Electrical Engineering (ICSEE), 2018.

  8. Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, “DNN-based concurrent speaker detector and its application to speaker extraction with LCMV beamforming”, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2018.

  9. Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, “Deep recurrent mixture of experts for speech enhancement”, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2017.

  10. Dany Cherkassky, Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot,“Successive relative transfer function identification using single microphone speech enhancement”, The European Signal Processing Conference (EUSIPCO), 2017.

  11. Ariel Malek, Shlomi Chazan, Ilan Malka, Vladimir Tourbabin, Jacob Goldberger, Eli Tzirkel-Hancock and Sharon Gannot, “Speaker extraction using LCMV beamformer with DNN-based SPP and RTF identification scheme”, The European Signal Processing Conference (EUSIPCO), 2017.

  12. Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, “A pre-training approach for deep neural network with application to speech enhancement”, Int. Workshop on Acoustic Signal Enhancement (IWAENC), 2016. - Best student paper award.

  13. Shlomo E. Chazan, Jacob Goldberger and Sharon Gannot, ”A hybrid approach for speech enhancement using MoG model and neural network phoneme classifier”, IEEE Transactions on Audio, Speech and Language Processing, vol. 24(12), pp. 2516-2530, 2016

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