David Burshtein

According to our database1, David Burshtein authored at least 76 papers between 1985 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of two.

Timeline

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Bibliography

2020
Unsupervised Linear and Nonlinear Channel Equalization and Decoding Using Variational Autoencoders.
IEEE Trans. Cogn. Commun. Netw., 2020

Feedback Channel Communication with Low Precision Arithmetic.
Proceedings of the IEEE International Symposium on Information Theory, 2020

2019
Performance Bounds of Concatenated Polar Coding Schemes.
IEEE Trans. Inf. Theory, 2019

Blind Vocoder Speech Reconstruction using Generative Adversarial Networks.
Proceedings of the IEEE International Workshop on Information Forensics and Security, 2019

On Polar Coding for Binary Dirty Paper.
Proceedings of the IEEE International Symposium on Information Theory, 2019

2018
On the Finite Length Scaling of q-Ary Polar Codes.
IEEE Trans. Inf. Theory, 2018

Deep Learning Methods for Improved Decoding of Linear Codes.
IEEE J. Sel. Top. Signal Process., 2018

Near Maximum Likelihood Decoding with Deep Learning.
CoRR, 2018

Blind Channel Equalization Using Variational Autoencoders.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

2017
RNN Decoding of Linear Block Codes.
CoRR, 2017

End-to-End MAP Training of a Hybrid HMM-DNN Model.
CoRR, 2017

2016
Bounds on the Belief Propagation Threshold of Non-Binary LDPC Codes.
IEEE Trans. Inf. Theory, 2016

Block successive cancellation decoding of polarization-based codes.
Proceedings of the 9th International Symposium on Turbo Codes and Iterative Information Processing, 2016

Learning to decode linear codes using deep learning.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
On the finite length scaling of ternary polar codes.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Coding for asymmetric side information channels with applications to polar codes.
Proceedings of the IEEE International Symposium on Information Theory, 2015

2014
Improved Bounds on the Finite Length Scaling of Polar Codes.
IEEE Trans. Inf. Theory, 2014

Gap to capacity in concatenated Reed-Solomon polar coding scheme.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On the scaling of the blocklength in some polar coding schemes.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013
Iterative Linear Programming Decoding of Nonbinary LDPC Codes With Linear Complexity.
IEEE Trans. Inf. Theory, 2013

The Approximate Maximum-Likelihood Certificate.
IEEE Trans. Inf. Theory, 2013

Polar Write Once Memory Codes.
IEEE Trans. Inf. Theory, 2013

2011
Improved Linear Programming Decoding of LDPC Codes and Bounds on the Minimum and Fractional Distance.
IEEE Trans. Inf. Theory, 2011

Error bounds for repeat-accumulate codes decoded via linear programming.
Adv. Math. Commun., 2011

Efficient methods for bounding the fractional distance of LDPC codes and obtaining fundamental polytopes of nonbinary and generalized codes.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010
Bounds on Rates of LDPC Codes for BEC with Varying Erasure Rate.
IEEE Trans. Commun., 2010

Improved linear programming decoding and bounds on the minimum distance of LDPC codes.
Proceedings of the 2010 IEEE Information Theory Workshop, 2010

2009
Upper bound on error exponent of regular LDPC codes transmitted over the BEC.
IEEE Trans. Inf. Theory, 2009

Iterative approximate linear programming decoding of LDPC codes with linear complexity.
IEEE Trans. Inf. Theory, 2009

2008
Support Vector Machine Training for Improved Hidden Markov Modeling.
IEEE Trans. Signal Process., 2008

On the Error Correction of Regular LDPC Codes Using the Flipping Algorithm.
IEEE Trans. Inf. Theory, 2008

On the Fading-Paper Achievable Region of the Fading MIMO Broadcast Channel.
IEEE Trans. Inf. Theory, 2008

2007
Approximately Lower Triangular Ensembles of LDPC Codes With Linear Encoding Complexity.
IEEE Trans. Inf. Theory, 2007

Lower Bounds on the Error Rate of LDPC Code Ensembles.
IEEE Trans. Inf. Theory, 2007

Efficient Speaker Recognition Using Approximated Cross Entropy (ACE).
IEEE Trans. Speech Audio Process., 2007

2006
Superposition coding for side-information channels.
IEEE Trans. Inf. Theory, 2006

Design and analysis of nonbinary LDPC codes for arbitrary discrete-memoryless channels.
IEEE Trans. Inf. Theory, 2006

Approximately Lower Triangular Ensembles of LPDC Codes with Linear Encoding Complexity.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Upper Bounds on the Error Exponents of LDPC Code Ensembles.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005
EXIT charts for non-binary LDPC codes over arbitrary discrete-memoryless channels.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Lower bounds on the spectrum and error rate LDPC code ensembles.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Modeling intra-speaker variability for speaker recognition.
Proceedings of the INTERSPEECH 2005, 2005

Efficient speaker identification and retrieval.
Proceedings of the INTERSPEECH 2005, 2005

A Session-GMM Generative Model Using Test Utterance Gaussian Mixture Modeling for Speaker Verification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Analysis of the power spectral deviation of the general transfer function GSC.
IEEE Trans. Signal Process., 2004

An Efficient Maximum-Likelihood Decoding of LDPC Codes Over the Binary Erasure Channel.
IEEE Trans. Inf. Theory, 2004

Asymptotic Enumeration Methods for Analyzing LDPC Codes.
IEEE Trans. Inf. Theory, 2004

On the application of LDPC codes to arbitrary discrete-memoryless channels.
IEEE Trans. Inf. Theory, 2004

Bounds on achievable rates of LDPC codes used over the binary erasure channel.
IEEE Trans. Inf. Theory, 2004

A discriminative training algorithm for hidden Markov models.
IEEE Trans. Speech Audio Process., 2004

Speaker Indexing in Audio Archives Using Gaussian Mixture Scoring Simulation.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

Text independent speaker recognition using speaker dependent word spotting.
Proceedings of the INTERSPEECH 2004, 2004

Speaker indexing in audio archives using test utterance Gaussian mixture modeling.
Proceedings of the INTERSPEECH 2004, 2004

2003
An enhanced dynamic time warping model for improved estimation of DTW parameters.
IEEE Trans. Speech Audio Process., 2003

2002
Bounds on the performance of belief propagation decoding.
IEEE Trans. Inf. Theory, 2002

Upper bounds on the rate of LDPC Codes.
IEEE Trans. Inf. Theory, 2002

Speech enhancement using a mixture-maximum model.
IEEE Trans. Speech Audio Process., 2002

2001
Signal enhancement using beamforming and nonstationarity with applications to speech.
IEEE Trans. Signal Process., 2001

Bounds on the maximum-likelihood decoding error probability of low-density parity-check codes.
IEEE Trans. Inf. Theory, 2001

Expander graph arguments for message-passing algorithms.
IEEE Trans. Inf. Theory, 2001

Delayless frequency domain acoustic echo cancellation.
IEEE Trans. Speech Audio Process., 2001

Fast synchronization method for CDMA communication systems.
IEEE J. Sel. Areas Commun., 2001

1999
Segmental modeling using a continuous mixture of nonparametric models.
IEEE Trans. Speech Audio Process., 1999

1998
Long-term attraction in higher order neural networks.
IEEE Trans. Neural Networks, 1998

Typical Error Pattern Recovery of the Hopfield Memory under Error-Tolerant Conditions.
IEEE Trans. Inf. Theory, 1998

Iterative and sequential Kalman filter-based speech enhancement algorithms.
IEEE Trans. Speech Audio Process., 1998

Scaled random trajectory segment models.
Comput. Speech Lang., 1998

Scaled random segmental models.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Noise adaptation of HMM speech recognition systems using tied-mixtures in the spectral domain.
IEEE Trans. Speech Audio Process., 1997

Segmental modeling using a continuous mixture of non-parametric models.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Iterative-batch and sequential algorithms for single microphone speech enhancement.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Robust parametric modeling of durations in hidden Markov models.
IEEE Trans. Speech Audio Process., 1996

1994
Nondirect convergence radius and number of iterations of the Hopfield associative memory.
IEEE Trans. Inf. Theory, 1994

1990
Joint maximum likelihood estimation of pitch and AR parameters using the EM algorithm.
Proceedings of the 1990 International Conference on Acoustics, 1990

1987
Confidence intervals for the maximum entropy spectrum.
IEEE Trans. Acoust. Speech Signal Process., 1987

1985
Some relations between the various criteria for autoregressive model order determination.
IEEE Trans. Acoust. Speech Signal Process., 1985


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