| 2023 | ICASSP | Improving Automatic Sleep Staging Via Temporal Smoothness Regularization. | Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chn, Philipp Koch, Alfred Mertins, Maarten De Vos |
| 2022 | ICASSP | Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem? | Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins |
| 2021 | ICASSP | Spherical Harmonic Representation for Dynamic Sound-Field Measurements. | Fabrice Katzberg, Marco Maa, Alfred Mertins |
| 2021 | ICASSP | Self-Attention Generative Adversarial Network for Speech Enhancement. | Huy Phan, Huy Le Nguyen, Oliver Y. Chn, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins |
| 2021 | ICASSP | Multi-View Audio And Music Classification. | Huy Phan, Huy Le Nguyen, Oliver Y. Chn, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins |
| 2020 | IJCNN | Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. | Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins |
| 2019 | ICASSP | Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. | Philipp Koch, Nele Sophie Brgge, Huy Phan, Marco Maa, Alfred Mertins |
| 2019 | ICASSP | Robust Room Equalization Using Sparse Sound-field Reconstruction. | Radoslaw Mazur, Fabrice Katzberg, Alfred Mertins |
| 2019 | ICASSP | Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. | Huy Phan, Oliver Y. Chn, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos |
| 2019 | Interspeech | Spatio-Temporal Attention Pooling for Audio Scene Classification. | Huy Phan, Oliver Y. Chn, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins |
| 2018 | ICASSP | Compressive Sampling of Sound Fields Using Moving Microphones. | Fabrice Katzberg, Radoslaw Mazur, Marco Maa, Philipp Koch, Alfred Mertins |
| 2018 | ICASSP | Weighted and Multi-Task Loss for Rare Audio Event Detection. | Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins |
| 2018 | ICASSP | Enabling Early Audio Event Detection with Neural Networks. | Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins |
| 2018 | ICPR | Boosting Black-Box Variational Inference by Incorporating the Natural Gradient. | Felix Trusheim, Alexandru Condurache, Alfred Mertins |
| 2017 | CAIP | Visual Landmark Based 3D Road Course Estimation with Black Box Variational Inference. | Felix Trusheim, Alexandru Condurache, Alfred Mertins |
| 2017 | ICASSP | Measurement of sound fields using moving microphones. | Fabrice Katzberg, Radoslaw Mazur, Marco Maa, Philipp Koch, Alfred Mertins |
| 2017 | ICASSP | CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification. | Huy Phan, Philipp Koch, Lars Hertel, Marco Maa, Radoslaw Mazur, Alfred Mertins |
| 2017 | Interspeech | Audio Scene Classification with Deep Recurrent Neural Networks. | Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maa, Radoslaw Mazur, Alfred Mertins |
| 2016 | ICASSP | Learning compact structural representations for audio events using regressor banks. | Huy Phan, Marco Maa, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins |
| 2016 | IJCNN | Comparing time and frequency domain for audio event recognition using deep learning. | Lars Hertel, Huy Phan, Alfred Mertins |
| 2016 | Interspeech | Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. | Huy Phan, Lars Hertel, Marco Maa, Alfred Mertins |
| 2015 | ACIVS | Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction. | Marco Maa, Huy Phan, Anita Mller, Alfred Mertins |
| 2015 | ICASSP | Joint time- and frequency-domain reshaping of room impulse responses. | Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins |
| 2015 | Interspeech | Representing nonspeech audio signals through speech classification models. | Huy Phan, Lars Hertel, Marco Maa, Radoslaw Mazur, Alfred Mertins |
| 2014 | ICASSP | Joint time-domain reshaping and frequency-domain equalization of room impulse responses. | Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins |
| 2014 | Interspeech | Acoustic event detection and localization with regression forests. | Huy Phan, Marco Maa, Radoslaw Mazur, Alfred Mertins |
| 2013 | ICASSP | Perturbation of room impulse responses and its application in robust listening room compensation. | Jan Ole Jungmann, Radoslaw Mazur, Alfred Mertins |
| 2013 | ICASSP | Feature extraction with a multiscale modulation analysis for robust automatic speech recognition. | Florian Mller, Alfred Mertins |
| 2013 | ICPRAM | Accelerated Nonlinear Gaussianization for Feature Extraction. | Alexandru Paul Condurache, Alfred Mertins |
| 2013 | MVA | Automated Intrusion Detection for Video Surveillance Using Conditional Random Fields. | Dierck Matern, Alexandru Paul Condurache, Alfred Mertins |
| 2012 | ICASSP | Optimized gradient calculation for room impulse response reshaping algorithm based on p-norm optimization. | Radoslaw Mazur, Jan Ole Jungmann, Alfred Mertins |
| 2012 | ICASSP | On using the auditory image model and invariant-integration for noise robust automatic speech recognition. | Florian Mller, Alfred Mertins |
| 2012 | ICPRAM | Event Detection using Log-linear Models for Coronary Contrast Agent Injections. | Dierck Matern, Alexandru Paul Condurache, Alfred Mertins |
| 2012 | Interspeech | Enhancing Vocal Tract Length Normalization with Elastic Registration for Automatic Speech Recognition. | Florian Mller, Alfred Mertins |
| 2012 | MICCAI | Feature Analysis for Parkinson's Disease Detection Based on Transcranial Sonography Image. | Lei Chen, Johann Hagenah, Alfred Mertins |
| 2011 | DICTA | Robust Core-Point-ROI Based Fingerprint Identification Using a Sparse Classifier. | Alexandru Condurache, Alfred Mertins |
| 2011 | IBPRIA | Linear Prediction Based Mixture Models for Event Detection in Video Sequences. | Dierck Matern, Alexandru Condurache, Alfred Mertins |
| 2011 | ICASSP | Multi image super resolution using compressed sensing. | Torsten Edeler, Kevin Ohliger, Stephan Hussmann, Alfred Mertins |
| 2011 | ICASSP | A sparsity based criterion for solving the permutation ambiguity in convolutive blind source separation. | Radoslaw Mazur, Alfred Mertins |
| 2011 | Interspeech | Noise Robust Speaker-Independent Speech Recognition with Invariant-Integration Features Using Power-Bias Subtraction. | Florian Mller, Alfred Mertins |
| 2010 | ICASSP | Quality assessment for listening-room compensation algorithms. | Stefan Goetze, Eugen Albertin, Markus Kallinger, Alfred Mertins, Karl-Dirk Kammeyer |
| 2010 | ICIP | Multiple feature extraction for early Parkinson risk assessment based on transcranial sonography image. | Lei Chen, Gnter Seidel, Alfred Mertins |
| 2010 | ICPR | An LDA-based Relative Hysteresis Classifier with Application to Segmentation of Retinal Vessels. | Alexandru Condurache, Florian Mller, Alfred Mertins |
| 2010 | Interspeech | Invariant integration features combined with speaker-adaptation methods. | Florian Mller, Alfred Mertins |
| 2009 | ASRU | Generalized cyclic transformations in speaker-independent speech recognition. | Florian Mller, Eugene Belilovsky, Alfred Mertins |
| 2009 | GI | Supervised, hysteresis-based segmentation of retinal images using the linear-classifier percentile. | Alexandru Condurache, Alfred Mertins, Til Aach |
| 2009 | GI | Ultraschall zur Frherkennung von Parkinson. | Christian Kier, Gnter Seidel, Norbert Brggemann, Johann Hagenah, Christine Klein, Til Aach, Alfred Mertins |
| 2009 | ICASSP | Using the scaling ambiguity for filter shortening in convolutive blind source separation. | Radoslaw Mazur, Alfred Mertins |
| 2009 | ICASSP | Room impulse response shortening with infinity-norm optimization. | Tiemin Mei, Alfred Mertins, Markus Kallinger |
| 2009 | ICIP | Super resolution of time-of-flight depth images under consideration of spatially varying noise variance. | Torsten Edeler, Kevin Ohliger, Stephan Hussmann, Alfred Mertins |
| 2009 | Interspeech | Invariant-integration method for robust feature extraction in speaker-independent speech recognition. | Florian Mller, Alfred Mertins |
| 2009 | IDA | A Method for Filter Shaping in Convolutive Blind Source Separation. | Radoslaw Mazur, Alfred Mertins |
| 2009 | MICCAI | Improved Modelling of Ultrasound Contrast Agent Diminution for Blood Perfusion Analysis. | Christian Kier, Karsten Meyer-Wiethe, Gnter Seidel, Alfred Mertins |
| 2008 | ACSSC | Multi-channel listening-room compensation using a decoupled filtered-X LMS algorithm. | Stefan Goetze, Markus Kallinger, Alfred Mertins, Karl-Dirk Kammeyer |
| 2008 | ACSSC | On separation performance enhancement in convolutive blind source separation. | Radoslaw Mazur, Alfred Mertins |
| 2008 | VTC | Cooperative Communication in Space-Time-Frequency Coded MB-OFDM UWB. | Le Chung Tran, Alfred Mertins, Tadeusz A. Wysocki |
| 2007 | ACIVS | A Fast Level-Set Method for Accurate Tracking of Articulated Objects with an Edge-Based Binary Speed Term. | Cristina Darolti, Alfred Mertins, Ulrich G. Hofmann |
| 2007 | ICASSP | A Spatially Robust Least Squares Crosstalk Canceller. | Markus Kallinger, Alfred Mertins |
| 2007 | ISCAS | Optimization of Gabor Features for Text-Independent Speaker Identification. | Volker Mildner, Stefan Goetze, Karl-Dirk Kammeyer, Alfred Mertins |
| 2006 | ACIVS | Multiresolution Lossy-to-Lossless Coding of MRI Objects. | Habibollah Danyali, Alfred Mertins |
| 2006 | ICASSP | Automatic Speech Recognition and Intrinsic Speech Variation. | Mohamed Benzeghiba, Renato De Mori, Olivier Deroo, Stphane Dupont, Teodora Erbes, Denis Jouvet, Luciano Fissore, Pietro Laface, Alfred Mertins, Christophe Ris, Richard Rose, Vivek Tyagi, Christian Wellekens |
| 2006 | ICASSP | Multi-Channel Room Impulse Response Shaping - A Study. | Markus Kallinger, Alfred Mertins |
| 2006 | ICASSP | Frequency-Warping Invariant Features for Automatic Speech Recognition. | Alfred Mertins, Jan Rademacher |
| 2006 | Interspeech | Improved warping-invariant features for automatic speech recognition. | Jan Rademacher, Matthias Wchter, Alfred Mertins |
| 2005 | GLOBECOM | Low latency joint source-channel coding using overcomplete expansions and residual source redundancy. | Jrg Kliewer, Alfred Mertins |
| 2005 | ICASSP | New aspects of combining echo cancellers with beamformers. | Karl-Dirk Kammeyer, Markus Kallinger, Alfred Mertins |
| 2005 | Interspeech | Oldenburg logatome speech corpus (OLLO) for speech recognition experiments with humans and machines. | Thorsten Wesker, Bernd T. Meyer, Kirsten Wagener, Jrn Anemller, Alfred Mertins, Birger Kollmeier |
| 2005 | PIMRC | Generalized Williamson and Wallis-Whiteman constructions for improved square order-8 CO STBCs. | Le Chung Tran, Tadeusz A. Wysocki, Jennifer Seberry, Alfred Mertins, Sarah Spence Adams |
| 2005 | WoWMoM | A Generalized Algorithm for the Generation of Correlated Rayleigh Fading Envelopes. | Le Chung Tran, Tadeusz A. Wysocki, Jennifer Seberry, Alfred Mertins |
| 2004 | ICASSP | On iterative source-channel image decoding with Markov random field source models. | Jrg Kliewer, Norbert Grtz, Alfred Mertins |
| 2004 | ICASSP | Blind source separation of nonstationary convolutively mixed signals in the subband domain. | Iain Russell, Jiangtao Xi, Alfred Mertins, Joe F. Chicharo |
| 2003 | DICTA | Visual Investigation Using Circular Partitioning of Abstract Images. | Abdolah Chalechale, Golshah Naghdy, Alfred Mertins |
| 2003 | DICTA | Multi Resolution Image Segmentation with Border Smoothness for Scalable Object-based Wavelet Coding. | Fardin Akhlaghian Tab, Golshah Naghdy, Alfred Mertins |
| 2003 | ICASSP | Fully scalable texture coding of arbitrarily shaped video objects. | Habibollah Danyali, Alfred Mertins |
| 2003 | ICASSP | Scalable to lossless audio compression based on perceptual set partitioning in hierarchical trees (PSPIHT). | Mohammed Raad, Alfred Mertins, Ian S. Burnett |
| 2003 | Interspeech | Multi-rate extension of the scalable to lossless PSPIHT audio coder. | Mohammed Raad, Ian S. Burnett, Alfred Mertins |
| 2003 | IWDW | Coefficient Selection Methods for Scalable Spread Spectrum Watermarking. | Angela Piper, Reihaneh Safavi-Naini, Alfred Mertins |
| 2002 | ICASSP | Frame bounds for biorthogonal cosine-modulated filter banks. | Alfred Mertins |
| 2002 | ICIP | Highly scalable image compression based on SPIHT for network applications. | Habibollah Danyali, Alfred Mertins |
| 2002 | ICIP | Decoding of images using soft-bits and Markov random field modeling. | Alfred Mertins, Olivier Jamart |
| 2001 | ICASSP | Perfect reconstruction integer-modulated filter banks. | Alfred Mertins, Tanja Karp |
| 2001 | ISCAS | Implementation of biorthogonal cosine-modulated filter banks with fixed-point arithmetic. | Tanja Karp, Alfred Mertins |
| 2001 | ISCAS | Boundary filters with maximum coding gain and ideal DC behavior for size-limited paraunitary filter banks. | Alfred Mertins |
| 2000 | VCIP | Embedded wavelet coding of arbitrarily shaped objects. | Alfred Mertins, Sudhir Singh |
| 1998 | ICASSP | Biorthogonal cosine-modulated filter banks without DC leakage. | Tanja Karp, Alfred Mertins |
| 1998 | ICASSP | Discrete-coefficient linear-phase prototypes for PR cosine-modulated filter banks. | Alfred Mertins |
| 1998 | ICIP | Optimized Biorthogonal Shape Adaptive Wavelets. | Alfred Mertins |
| 1997 | ICASSP | Efficiently VLSI-realizable prototype filters for modulated filter banks. | Tanja Karp, Alfred Mertins, Truong Q. Nguyen |
| 1997 | ICASSP | Design of paraunitary oversampled cosine-modulated filter banks. | Jrg Kliewer, Alfred Mertins |
| 1996 | ICASSP | Edge sensitive subband coding of images. | Kalman Cinkler, Alfred Mertins |
| 1996 | ICASSP | Processing arbitrary-length signals with MDFT filter banks. | Tanja Karp, Jrg Kliewer, Alfred Mertins, Norbert J. Fliege |
| 1996 | ICASSP | Time-delay estimation for compound point-processes using hidden Markov models. | Jens Wohlers, Alfred Mertins, Norbert J. Fliege |
| 1996 | ICIP | Coding of digital video with the edge-sensitive discrete wavelet transform. | Kalman Cinkler, Alfred Mertins |
| 1995 | ICASSP | Time-varying and support preservative filter banks: design of optimal transition and boundary filters via SVD. | Alfred Mertins |
| 1994 | ICASSP | Statistical optimization of PR-QMF banks and wavelets. | Alfred Mertins |
| 1994 | ICASSP | Non-linear regression based feature extraction for connected-word recognition in noise. | Frank Seide, Alfred Mertins |
| 1992 | ICASSP | Multiple parameter estimation of composite signals in uncharacterized impulsive noise. | Alfred Mertins, Norbert J. Fliege |