Martin Krawczyk-Becker

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 12

Top Topics

Linear Prediction

Noisy Environments

Fundamental Frequency

Wiener Filtering

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

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
Toward Resilience in Mixed Critical Industrial Control Systems: A Multi-Disciplinary View. IEEE Access 10 (2022)
Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins
Weighted and Multi-Task Loss for Rare Audio Event Detection. ICASSP (2018)
Martin Krawczyk-Becker, Timo Gerkmann
A Study on the Benefits of Phase-Aware Speech Enhancement in Challenging Noise Scenarios. LVA/ICA (2018)
Martin Krawczyk-Becker, Timo Gerkmann
Nonlinear Speech Enhancement Under Speech PSD Uncertainty. ICASSP (2018)
Martin Krawczyk-Becker, Timo Gerkmann
On Speech Enhancement Under PSD Uncertainty. IEEE ACM Trans. Audio Speech Lang. Process. 26 (6) (2018)
Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins
DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection. CoRR (2017)
Martin Krawczyk-Becker, Timo Gerkmann
On MMSE-Based Estimation of Amplitude and Complex Speech Spectral Coefficients Under Phase-Uncertainty. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Martin Krawczyk-Becker, Timo Gerkmann
Fundamental Frequency Informed Speech Enhancement in a Flexible Statistical Framework. IEEE ACM Trans. Audio Speech Lang. Process. 24 (5) (2016)
Martin Krawczyk-Becker, Timo Gerkmann
MMSE-optimal combination of wiener filtering and harmonic model based speech enhancement in a general framework. WASPAA (2015)
Sidsel Marie Nørholm, Martin Krawczyk-Becker, Timo Gerkmann, Steven van de Par, Jesper Rindom Jensen, Mads Græsbøll Christensen
Least squares estimate of the initial phases in STFT based speech enhancement. INTERSPEECH (2015)
Martin Krawczyk-Becker, Dörte Fischer, Timo Gerkmann
Utilizing spectro-temporal correlations for an improved speech presence probability based noise power estimation. ICASSP (2015)
Timo Gerkmann, Martin Krawczyk-Becker, Jonathan Le Roux
Phase Processing for Single-Channel Speech Enhancement: History and recent advances. IEEE Signal Process. Mag. 32 (2) (2015)