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Tobias Rosenkranz
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2020 – today
- 2023
- [c12]Maurice Oberhag, Daniel Neudek, Rainer Martin, Tobias Rosenkranz, Henning Puder:
Short-term Extrapolation of Speech Signals Using Recursive Neural Networks in the STFT Domain. INTERSPEECH 2023: 1075-1079 - [c11]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. INTERSPEECH 2023: 2008-2009 - [c10]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier:
Deep Multi-Frame Filtering for Hearing Aids. INTERSPEECH 2023: 3869-3873 - [i7]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. CoRR abs/2305.08227 (2023) - 2022
- [j5]Jalal Taghia
, Daniel Neudek
First-Order Recursive Smoothing of Short-Time Power Spectra in the Presence of Interference. IEEE Signal Process. Lett. 29: 239-243 (2022) - [j4]Hendrik Schröter
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2716-2728 (2022) - [c9]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier:
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering. ICASSP 2022: 7407-7411 - [c8]Hendrik Schröter, Andreas K. Maier, Alberto N. Escalante-B., Tobias Rosenkranz:
Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. IWAENC 2022: 1-5 - [i6]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. CoRR abs/2205.05474 (2022) - 2021
- [c7]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement. Interspeech 2021: 656-660 - [i5]Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier:
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering. CoRR abs/2110.05588 (2021) - 2020
- [c6]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding. ICASSP 2020: 6949-6953 - [c5]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier:
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks. INTERSPEECH 2020: 1121-1125 - [i4]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier:
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding. CoRR abs/2001.10218 (2020) - [i3]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas K. Maier:
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks. CoRR abs/2006.13067 (2020) - [i2]Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier:
CLC: Complex Linear Coding for the DNS 2020 Challenge. CoRR abs/2006.13077 (2020)
2010 – 2019
- 2018
- [c4]Marc Aubreville, Kai Ehrensperger, Andreas K. Maier, Tobias Rosenkranz, Benjamin Graf, Henning Puder:
Deep Denoising for Hearing Aid Applications. IWAENC 2018: 361-365 - [i1]Marc Aubreville, Kai Ehrensperger, Tobias Rosenkranz, Benjamin Graf, Henning Puder, Andreas K. Maier:
Deep Denoising for Hearing Aid Applications. CoRR abs/1805.01198 (2018) - 2012
- [b1]Tobias Rosenkranz:
Codebook-Based Speech Enhancement - Robust and Efficient Approaches. Carl von Ossietzky University of Oldenburg, Verlag Dr. Hut 2012 - [j3]Tobias Rosenkranz, Henning Puder:
Integrating recursive minimum tracking and codebook-based noise estimation for improved reduction of non-stationary noise. Signal Process. 92(3): 767-779 (2012) - [j2]Tobias Rosenkranz, Henning Puder:
Erratum to "Integrating recursive minimum tracking and codebook-based noise estimation for improved reduction of non-stationary noise" [Signal Process. 92(3) (2012) 767-779]. Signal Process. 92(4): 1176 (2012) - [j1]Tobias Rosenkranz, Henning Puder:
Improving Robustness of Codebook-Based Noise Estimation Approaches With Delta Codebooks. IEEE Trans. Speech Audio Process. 20(4): 1177-1188 (2012) - [c3]Tobias Rosenkranz, Henning Puder:
Improved Gain Estimation for Codebook-Based Speech Enhancement. ITG Conference on Speech Communication 2012: 1-4 - 2010
- [c2]Tobias Rosenkranz:
Cobebuch-basierte Geräuschreduktion mit cepstraler Modellierung. Sprachkommunikation 2010: 1-4
2000 – 2009
- 2009
- [c1]Anthony Lombard, Tobias Rosenkranz, Herbert Buchner, Walter Kellermann:
Multidimensional localization of multiple sound sources using averaged directivity patterns of Blind Source Separation systems. ICASSP 2009: 233-236
Coauthor Index
aka: Alberto N. Escalante-B.
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