| 2025 | ASRU | Less is More: Data Curation Matters in Scaling Speech Enhancement. | Chenda Li, Wangyou Zhang, Wei Wang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Yihui Fu, Marvin Sach, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian |
| 2025 | ASRU | URGENT-PK: Perceptually-Aligned Ranking Model Designed for Speech Enhancement Competition. | Jiahe Wang, Chenda Li, Wei Wang, Wangyou Zhang, Samuele Cornell, Marvin Sach, Robin Scheibler, Kohei Saijo, Yihui Fu, Zhaoheng Ni, Anurag Kumar, Tim Fingscheidt, Shinji Watanabe, Yanmin Qian |
| 2025 | Interspeech | Efficient Noise-Robust Hybrid Audiovisual Encoder with Joint Distillation and Pruning for Audiovisual Speech Recognition. | Zhengyang Li, Pascal Reichert, Thomas Graave, Patrick Blumenberg, Tim Fingscheidt |
| 2025 | Interspeech | Interspeech 2025 URGENT Speech Enhancement Challenge. | Kohei Saijo, Wangyou Zhang, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Yihui Fu, Wei Wang, Tim Fingscheidt, Shinji Watanabe |
| 2025 | Interspeech | Lessons Learned from the URGENT 2024 Speech Enhancement Challenge. | Wangyou Zhang, Kohei Saijo, Samuele Cornell, Robin Scheibler, Chenda Li, Zhaoheng Ni, Anurag Kumar, Marvin Sach, Wei Wang, Yihui Fu, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian |
| 2024 | CVPR | Low-Resolution-Only Microscopy Super-Resolution Models Generalizing to Non-Periodicities at Atomic Scale. | Bjrn Mller, Zhengyang Li, Markus Etzkorn, Tim Fingscheidt |
| 2024 | ECCV | Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding. | Danish Nazir, Timo Bartels, Jan Piewek, Thorsten Bagdonat, Tim Fingscheidt |
| 2024 | ECCV | On Camera and LiDAR Positions in End-to-End Autonomous Driving. | Malte Stelzer, Jan Pirklbauer, Jan Bickerdt, Volker Schomerus, Jan Piewek, Thorsten Bagdonat, Tim Fingscheidt |
| 2024 | ICASSP | Efficient High-Performance Bark-Scale Neural Network for Residual Echo and Noise Suppression. | Ernst Seidel, Pejman Mowlaee, Tim Fingscheidt |
| 2024 | ICASSP | Employing Real Training Data for Deep Noise Suppression. | Ziyi Xu, Marvin Sach, Jan Pirklbauer, Tim Fingscheidt |
| 2024 | Interspeech | Mixed Children/Adult/Childrenized Fine-Tuning for Children's ASR: How to Reduce Age Mismatch and Speaking Style Mismatch. | Thomas Graave, Zhengyang Li, Timo Lohrenz, Tim Fingscheidt |
| 2024 | Interspeech | Interleaved Audio/Audiovisual Transfer Learning for AV-ASR in Low-Resourced Languages. | Zhengyang Li, Patrick Blumenberg, Jing Liu, Thomas Graave, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt |
| 2024 | Interspeech | URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement. | Wangyou Zhang, Robin Scheibler, Kohei Saijo, Samuele Cornell, Chenda Li, Zhaoheng Ni, Jan Pirklbauer, Marvin Sach, Shinji Watanabe, Tim Fingscheidt, Yanmin Qian |
| 2024 | WACV | Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation. | Joshua Niemeijer, Manuel Schwonberg, Jan-Aike Termhlen, Nico M. Schmidt, Tim Fingscheidt |
| 2023 | ASRU | Parameter-Efficient Cross-Language Transfer Learning for a Language-Modular Audiovisual Speech Recognition. | Zhengyang Li, Thomas Graave, Jing Liu, Timo Lohrenz, Siegfried Kunzmann, Tim Fingscheidt |
| 2023 | BMVC | End-to-end Amodal Video Instance Segmentation. | Jasmin Breitenstein, Kangdong Jin, Aziz Hakiri, Marvin Klingner, Tim Fingscheidt |
| 2023 | CVPR | Improvements to Image Reconstruction-Based Performance Prediction for Semantic Segmentation in Highly Automated Driving. | Andreas Br, Daniel Kusuma, Tim Fingscheidt |
| 2023 | CVPR | A Novel Benchmark for Refinement of Noisy Localization Labels in Autolabeled Datasets for Object Detection. | Andreas Br, Jonas Uhrig, Jeethesh Pai Umesh, Marius Cordts, Tim Fingscheidt |
| 2023 | CVPR | A Super-Resolution Training Paradigm Based on Low-Resolution Data Only to Surpass the Technical Limits of STEM and STM Microscopy. | Bjrn Mller, Jan Pirklbauer, Marvin Klingner, Peer Kasten, Markus Etzkorn, Tim J. Seifert, Uta Schlickum, Tim Fingscheidt |
| 2023 | IJCNN | Relaxed Attention for Transformer Models. | Timo Lohrenz, Bjrn Mller, Zhengyang Li, Tim Fingscheidt |
| 2023 | Interspeech | An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition. | Zhengyang Li, Chenwei Liang, Timo Lohrenz, Marvin Sach, Bjrn Mller, Tim Fingscheidt |
| 2023 | Interspeech | EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement. | Marvin Sach, Jan Franzen, Bruno Defraene, Kristoff Fluyt, Maximilian Strake, Wouter Tirry, Tim Fingscheidt |
| 2022 | CVPR | Performance Prediction for Semantic Segmentation by a Self-Supervised Image Reconstruction Decoder. | Andreas Br, Marvin Klingner, Jonas Lhdefink, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2022 | CVPR | On the Choice of Data for Efficient Training and Validation of End-to-End Driving Models. | Marvin Klingner, Konstantin Mller, Mona Mirzaie, Jasmin Breitenstein, Jan-Aike Termhlen, Tim Fingscheidt |
| 2022 | CVPR | Adaptive Bitrate Quantization Scheme Without Codebook for Learned Image Compression. | Jonas Lhdefink, Jonas Sitzmann, Andreas Br, Tim Fingscheidt |
| 2022 | ECCV | Joint Prediction of Amodal and Visible Semantic Segmentation for Automated Driving. | Jasmin Breitenstein, Jonas Lhdefink, Tim Fingscheidt |
| 2022 | ICASSP | Deep Residual Echo Suppression and Noise Reduction: A Multi-Input FCRN Approach in a Hybrid Speech Enhancement System. | Jan Franzen, Tim Fingscheidt |
| 2022 | IROS | Detecting Adversarial Perturbations in Multi-Task Perception. | Marvin Klingner, Varun Ravi Kumar, Senthil Kumar Yogamani, Andreas Br, Tim Fingscheidt |
| 2022 | WACV | Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations. | Marvin Klingner, Jan-Aike Termhlen, Jacob Ritterbach, Tim Fingscheidt |
| 2021 | ASRU | Relaxed Attention: A Simple Method to Boost Performance of End-to-End Automatic Speech Recognition. | Timo Lohrenz, Patrick Schwarz, Zhengyang Li, Tim Fingscheidt |
| 2021 | CVPR | Improving Online Performance Prediction for Semantic Segmentation. | Marvin Klingner, Andreas Br, Marcel Mross, Tim Fingscheidt |
| 2021 | CVPR | An Unsupervised Temporal Consistency (TC) Loss To Improve the Performance of Semantic Segmentation Networks. | Serin Varghese, Sharat Gujamagadi, Marvin Klingner, Nikhil Kapoor, Andreas Br, Jan David Schneider, Kira Maag, Peter Schlicht, Fabian Hger, Tim Fingscheidt |
| 2021 | ICASSP | A New DCASE 2017 Rare Sound Event Detection Benchmark Under Equal Training Data: CRNN With Multi-Width Kernels. | Jan Baumann, Patrick Meyer, Timo Lohrenz, Alexander Roy, Michael Papendieck, Tim Fingscheidt |
| 2021 | ICASSP | AEC in A Netshell: on Target and Topology Choices for FCRN Acoustic Echo Cancellation. | Jan Franzen, Ernst Seidel, Tim Fingscheidt |
| 2021 | IJCNN | From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation. | Nikhil Kapoor, Andreas Br, Serin Varghese, Jan David Schneider, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2021 | Interspeech | Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition. | Timo Lohrenz, Zhengyang Li, Tim Fingscheidt |
| 2021 | Interspeech | Y | Ernst Seidel, Jan Franzen, Maximilian Strake, Tim Fingscheidt |
| 2021 | Interspeech | Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data. | Ziyi Xu, Maximilian Strake, Tim Fingscheidt |
| 2021 | WACV | SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving. | Varun Ravi Kumar, Marvin Klingner, Senthil Kumar Yogamani, Stefan Milz, Tim Fingscheidt, Patrick Mder |
| 2020 | CVPR | Robust Semantic Segmentation by Redundant Networks With a Layer-Specific Loss Contribution and Majority Vote. | Andreas Br, Marvin Klingner, Serin Varghese, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2020 | CVPR | Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation. | Marvin Klingner, Andreas Br, Tim Fingscheidt |
| 2020 | CVPR | Self-Supervised Domain Mismatch Estimation for Autonomous Perception. | Jonas Lhdefink, Justin Fehrling, Marvin Klingner, Fabian Hger, Peter Schlicht, Nico M. Schmidt, Tim Fingscheidt |
| 2020 | CVPR | Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving. | Serin Varghese, Yasin Bayzidi, Andreas Br, Nikhil Kapoor, Sounak Lahiri, Jan David Schneider, Nico M. Schmidt, Peter Schlicht, Fabian Hger, Tim Fingscheidt |
| 2020 | ECCV | Self-supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance. | Marvin Klingner, Jan-Aike Termhlen, Jonas Mikolajczyk, Tim Fingscheidt |
| 2020 | ICASSP | Beyond the Dcase 2017 Challenge on Rare Sound Event Detection: A Proposal for a More Realistic Training and Test Framework. | Jan Baumann, Timo Lohrenz, Alexander Roy, Tim Fingscheidt |
| 2020 | ICASSP | A Multichannel Kalman-Based Wiener Filter Approach for Speaker Interference Reduction in Meetings. | Patrick Meyer, Samy Elshamy, Tim Fingscheidt |
| 2020 | ICASSP | Fully Convolutional Recurrent Networks for Speech Enhancement. | Maximilian Strake, Bruno Defraene, Kristoff Fluyt, Wouter Tirry, Tim Fingscheidt |
| 2020 | ICASSP | Using Separate Losses for Speech and Noise in Mask-Based Speech Enhancement. | Ziyi Xu, Samy Elshamy, Tim Fingscheidt |
| 2020 | Interspeech | BLSTM-Driven Stream Fusion for Automatic Speech Recognition: Novel Methods and a Multi-Size Window Fusion Example. | Timo Lohrenz, Tim Fingscheidt |
| 2020 | Interspeech | INTERSPEECH 2020 Deep Noise Suppression Challenge: A Fully Convolutional Recurrent Network (FCRN) for Joint Dereverberation and Denoising. | Maximilian Strake, Bruno Defraene, Kristoff Fluyt, Wouter Tirry, Tim Fingscheidt |
| 2019 | ASRU | On Temporal Context Information for Hybrid BLSTM-Based Phoneme Recognition. | Timo Lohrenz, Maximilian Strake, Tim Fingscheidt |
| 2019 | CVPR | On the Robustness of Redundant Teacher-Student Frameworks for Semantic Segmentation. | Andreas Br, Fabian Hger, Peter Schlicht, Tim Fingscheidt |
| 2019 | CVPR | Unsupervised Domain Adaptation to Improve Image Segmentation Quality Both in the Source and Target Domain. | Jan-Aike Bolte, Markus Kamp, Antonia Breuer, Silviu Homoceanu, Peter Schlicht, Fabian Hger, Daniel Lipinski, Tim Fingscheidt |
| 2019 | ICASSP | Learning to Dequantize Speech Signals by Primal-dual Networks: an Approach for Acoustic Sensor Networks. | Christoph Brauer, Ziyue Zhao, Dirk A. Lorenz, Tim Fingscheidt |
| 2019 | ICASSP | Improved Measurement Noise Covariance Estimation for N-channel Feedback Cancellation Based on the Frequency Domain Adaptive Kalman Filter. | Jan Franzen, Tim Fingscheidt |
| 2018 | ICASSP | A Simple Cepstral Domain DNN Approach to Artificial Speech Bandwidth Extension. | Johannes Abel, Maximilian Strake, Tim Fingscheidt |
| 2018 | ICASSP | An Efficient Residual Echo Suppression for Multi-Channel Acoustic Echo Cancellation Based on the Frequency-Domain Adaptive Kalman Filter. | Jan Franzen, Tim Fingscheidt |
| 2018 | ICASSP | Multichannel Speaker Activity Detection for Meetings. | Patrick Meyer, Rolf Jongebloed, Tim Fingscheidt |
| 2018 | ICASSP | A Priori SNR Estimation Using Discriminative Non-Negative Matrix Factorization. | Ziyi Xu, Samy Elshamy, Tim Fingscheidt |
| 2018 | Interspeech | What Do Classifiers Actually Learn? a Case Study on Emotion Recognition Datasets. | Patrick Meyer, Eric Buschermhle, Tim Fingscheidt |
| 2017 | ASRU | Turbo fusion of magnitude and phase information for DNN-based phoneme recognition. | Timo Lohrenz, Tim Fingscheidt |
| 2017 | Interspeech | A Delay-Flexible Stereo Acoustic Echo Cancellation for DFT-Based In-Car Communication (ICC) Systems. | Jan Franzen, Tim Fingscheidt |
| 2016 | ICASSP | A subjective listening test of six different artificial bandwidth extension approaches in English, Chinese, German, and Korean. | Johannes Abel, Magdalena Kaniewska, Cyril Guillaume, Wouter Tirry, Hannu Pulakka, Ville Myllyl, Jari Sjoberg, Paavo Alku, Itai Katsir, David Malah, Israel Cohen, M. A. Tugtekin Turan, Engin Erzin, Thomas Schlien, Peter Vary, Amr H. Nour-Eldin, Peter Kabal, Tim Fingscheidt |
| 2016 | ICASSP | Evaluating instrumental measures of speech quality using Bayesian model selection: Correlations can be misleading! | Antonio Kolossa, Johannes Abel, Tim Fingscheidt |
| 2016 | ICASSP | System-compatible robustness improvement for new generation dect decoders by G.722 soft-decision decoding. | Domingo Lpez-Oller, Sai Han, Angel M. Gomez, Jos Luis Prez-Crdoba, Tim Fingscheidt |
| 2016 | ICASSP | Soft linear discriminant analysis (SLDA) for pattern recognition with ambiguous reference labels: Application to social signal processing. | Patrick Meyer, Tim Fingscheidt |
| 2015 | ICASSP | Acoustic event source localization for surveillance in reverberant environments supported by an event onset detection. | Peter Transfeld, Uwe Martens, Harald Binder, Thomas Schypior, Tim Fingscheidt |
| 2015 | Interspeech | An iterative speech model-based a priori SNR estimator. | Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt |
| 2015 | Interspeech | An acoustic event detection framework and evaluation metric for surveillance in cars. | Peter Transfeld, Simon Receveur, Tim Fingscheidt |
| 2014 | ICASSP | On speech quality assessment of artificial bandwidth extension. | Patrick Bauer, Cyril Guillaume, Wouter Tirry, Tim Fingscheidt |
| 2014 | ICASSP | Variable-length versus fixed-length coding: On tradeoffs for soft-decision decoding. | Sai Han, Tim Fingscheidt |
| 2014 | ICASSP | A compact formulation of turbo audio-visual speech recognition. | Simon Receveur, Patrick Meyer, Tim Fingscheidt |
| 2014 | ICFHR | Document Writer Analysis with Rejection for Historical Arabic Manuscripts. | Daniel Fecker, Abedelkadir Asi, Werner Pantke, Volker Mrgner, Jihad El-Sana, Tim Fingscheidt |
| 2014 | ICFHR | An Historical Handwritten Arabic Dataset for Segmentation-Free Word Spotting - HADARA80P. | Werner Pantke, Martin Dennhardt, Daniel Fecker, Volker Mrgner, Tim Fingscheidt |
| 2014 | ICPR | Writer Identification for Historical Arabic Documents. | Daniel Fecker, Abedelkadir Asi, Volker Mrgner, Jihad El-Sana, Tim Fingscheidt |
| 2013 | ICASSP | Impact of hearing impairment on fricative intelligibility for artificially bandwidth-extended telephone speech in noise. | Patrick Bauer, Jennifer Jones, Tim Fingscheidt |
| 2013 | ICASSP | Towards reproducible evaluation of automotive hands-free systems in dynamic conditions. | Marc-Andr Jung, Lucca Richter, Tim Fingscheidt |
| 2013 | ICASSP | On the use of explicit redundancy for delayless soft-decision audio decoding. | Florian Pflug, Tim Fingscheidt |
| 2013 | ICDAR | On Evaluation of Segmentation-Free Word Spotting Approaches without Hard Decisions. | Werner Pantke, Volker Mrgner, Tim Fingscheidt |
| 2013 | Interspeech | Speech quality prediction for artificial bandwidth extension algorithms. | Sebastian Mller, Emilia Kelaidi, Friedemann Kster, Nicolas Ct, Patrick Bauer, Tim Fingscheidt, Thomas Schlien, Hannu Pulakka, Paavo Alku |
| 2012 | ICASSP | MMSE speech enhancement under speech presence uncertainty assuming (generalized) gamma speech priors throughout. | Balzs Fodor, Tim Fingscheidt |
| 2012 | ICASSP | Black box measurement of musical tones produced by noise reduction systems. | Huajun Yu, Tim Fingscheidt |
| 2011 | ICASSP | Speech enhancement using a joint map estimator with Gaussian mixture model for (non-)stationary noise. | Balzs Fodor, Tim Fingscheidt |
| 2011 | ICASSP | Delayless soft-decision decoding of high-quality audio transmitted over awgn channels. | Florian Pflug, Tim Fingscheidt |
| 2011 | ICASSP | A data-driven post-filter design based on spatially and temporally smoothed a priori SNR. | Huajun Yu, Tim Fingscheidt |
| 2011 | MVA | On-line Detection of Imperfections in Laser-brazed Joints. | Daniel Fecker, Volker Mrgner, Tim Fingscheidt |
| 2010 | GLOBECOM | Performance Evaluation of Iterative Channel Codes for Digital Data Storage on Microfilm. | Florian Pflug, Christoph Voges, Tim Fingscheidt |
| 2010 | LREC | WTIMIT: The TIMIT Speech Corpus Transmitted Over The 3G AMR Wideband Mobile Network. | Patrick Bauer, David Scheler, Tim Fingscheidt |
| 2009 | Interspeech | Entropy-based feature analysis for speech recognition. | Panji Setiawan, Harald Hge, Tim Fingscheidt |
| 2008 | ICASSP | An HMM-based artificial bandwidth extension evaluated by cross-language training and test. | Patrick Bauer, Tim Fingscheidt |
| 2008 | ICASSP | Towards objective quality assessment of speech enhancement systems in a black box approach. | Tim Fingscheidt, Suhadi Suhadi, Kai Steinert |
| 2008 | ICASSP | Hands-free system with low-delay subband acoustic echo control and noise reduction. | Kai Steinert, Martin Schnle, Christophe Beaugeant, Tim Fingscheidt |
| 2007 | Interspeech | Quality assessment of speech enhancement systems by separation of enhanced speech, noise, and echo. | Tim Fingscheidt, Suhadi Suhadi |
| 2007 | Interspeech | Speech enhancement with improved a posteriori SNR computation. | Suhadi Suhadi, Tim Fingscheidt |
| 2006 | Interspeech | A novel environment-dependent speech enhancement method with optimized memory footprint. | Suhadi Suhadi, Sorel Stan, Tim Fingscheidt |
| 2005 | ICASSP | Overcoming the Statistical Independence Assumption w.r.t. Frequency in Speech Enhancement. | Tim Fingscheidt, Christophe Beaugeant, Suhadi Suhadi |
| 2005 | Interspeech | Robust speech recognition for mobile devices in car noise. | Panji Setiawan, Suhadi Suhadi, Tim Fingscheidt, Sorel Stan |
| 2004 | Interspeech | Revisiting some model-based and data-driven denoising algorithms in Aurora 2 context. | Panji Setiawan, Sorel Stan, Tim Fingscheidt |
| 2003 | Interspeech | An evaluation of VTS and IMM for speaker verification in noise. | Suhadi Suhadi, Sorel Stan, Tim Fingscheidt, Christophe Beaugeant |
| 2002 | Interspeech | Network-based vs. distributed speech recognition in adaptive multi-rate wireless systems. | Tim Fingscheidt, Stefanie Aalburg, Sorel Stan, Christophe Beaugeant |
| 2001 | ICASSP | A candidate proposal for a 3GPP adaptive multi-rate wideband speech codec. | Christoph Erdmann, Peter Vary, Kyrill A. Fischer, Wen Xu, Matthias Marke, Tim Fingscheidt, Imre Varga, Markus Kaindl, Catherine Quinquis, Balzs Kvesi, Dominique Massaloux |
| 1998 | ICASSP | Robust speech decoding: can error concealment be better than error correction? | Tim Fingscheidt, Peter Vary, Jess A. Andonegui |
| 1997 | ICASSP | Robust speech decoding: a universal approach to bit error concealment. | Tim Fingscheidt, Peter Vary |
| 1997 | Interspeech | Robust GSM speech decoding using the channel decoder's soft output. | Tim Fingscheidt, Olaf Scheufen |
| 1995 | Interspeech | Implementation aspects of the GSM half-rate speech codec. | Tim Fingscheidt, Thomas Wiechers, Eckhard Delfs |