Martin Krawczyk-Becker

According to our database, Martin Krawczyk-Becker authored at least 20 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Toward Resilience in Mixed Critical Industrial Control Systems: A Multi-Disciplinary View.

Robert-Jeron Reifert, Martin Krawczyk-Becker, Laurin Prenzel, Svyatoslav Pavlichkov, Mohammad Al Khatib, Sandesh Athni Hiremath, Manar Al-Askary, Naim Bajçinca, Sebastian Steinhorst, Aydin Sezgin

IEEE Access, 2022

2018

On Speech Enhancement Under PSD Uncertainty.

Martin Krawczyk-Becker, Timo Gerkmann

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Weighted and Multi-Task Loss for Rare Audio Event Detection.

Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Nonlinear Speech Enhancement Under Speech PSD Uncertainty.

Martin Krawczyk-Becker, Timo Gerkmann

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise Scenarios.

Martin Krawczyk-Becker, Timo Gerkmann

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017

DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection.

Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins

CoRR, 2017

2016

On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty.

Martin Krawczyk-Becker, Timo Gerkmann

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Fundamental Frequency Informed Speech Enhancement in a Flexible Statistical Framework.

Martin Krawczyk-Becker, Timo Gerkmann

IEEE ACM Trans. Audio Speech Lang. Process., 2016

2015

Phase Processing for Single-Channel Speech Enhancement: History and recent advances.

Timo Gerkmann, Martin Krawczyk-Becker, Jonathan Le Roux

IEEE Signal Process. Mag., 2015

MMSE-optimal combination of wiener filtering and harmonic model based speech enhancement in a general framework.

Martin Krawczyk-Becker, Timo Gerkmann

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Least squares estimate of the initial phases in STFT based speech enhancement.

Sidsel Marie Nørholm, Martin Krawczyk-Becker, Timo Gerkmann, Steven van de Par, Jesper Rindom Jensen, Mads Græsbøll Christensen

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Utilizing spectro-temporal correlations for an improved speech presence probability based noise power estimation.

Martin Krawczyk-Becker, Dörte Fischer, Timo Gerkmann

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

STFT phase reconstruction in voiced speech for an improved single-channel speech enhancement.

Martin Krawczyk, Timo Gerkmann

IEEE ACM Trans. Audio Speech Lang. Process., 2014

A posteriori voiced/unvoiced probability estimation based on a sinusoidal model.

Robert Rehr, Martin Krawczyk, Timo Gerkmann

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

MMSE-Optimal Spectral Amplitude Estimation Given the STFT-Phase.

Timo Gerkmann, Martin Krawczyk

IEEE Signal Process. Lett., 2013

Phase-sensitive real-time capable speech enhancement under voiced-unvoiced uncertainty.

Martin Krawczyk, Robert Rehr, Timo Gerkmann

Proceedings of the 21st European Signal Processing Conference, 2013

2012

STFT Phase Improvement for Single Channel Speech Enhancement.

Martin Krawczyk, Timo Gerkmann

Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

2011

3D reconstruction of HRTF-fields from 1D continuous measurements.

Gerald Enzner, Martin Krawczyk, Falk-Martin Hoffmann, Michael W. Weinert

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2011

2010

Speech presence probability estimation based on temporal cepstrum smoothing.

Timo Gerkmann, Martin Krawczyk, Rainer Martin

Proceedings of the IEEE International Conference on Acoustics, 2010

2008

Parameterized MMSE spectral magnitude estimation for the enhancement of noisy speech.

Colin Breithaupt, Martin Krawczyk, Rainer Martin

Proceedings of the IEEE International Conference on Acoustics, 2008