Jörn Anemüller

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 17

Top Topics

Speech Enhancement

Receptive Fields

Amplitude Modulation

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Eike Jannik Nustede, Jörn Anemüller
On the Generalization Ability of Complex-Valued Variational U-Networks for Single-Channel Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Eike Jannik Nustede, Jörn Anemüller
Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models. CoRR (2023)
Eike Jannik Nustede, Jörn Anemüller
Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models. ICASSP (2023)
Eike Jannik Nustede, Jörn Anemüller
Towards speech enhancement using a variational U-Net architecture. EUSIPCO (2021)
Jörn Anemüller
Machine listening in spatial acoustic scenes with deep networks in different microphone geometries. NLDL (2020)
Eike Jannik Nustede, Jörn Anemüller
Towards end-to-end speech enhancement with a variational U-Net architecture. CoRR (2020)
Jörn Anemüller, Hendrik Kayser
Multi-channel signal enhancement with speech and noise covariance estimates computed by a probabilistic localization model. ICASSP (2017)
Niko Moritz, Kamil Adiloglu, Jörn Anemüller, Stefan Goetze, Birger Kollmeier
Multi-Channel Speech Enhancement and Amplitude Modulation Analysis for Noise Robust Automatic Speech Recognition. Comput. Speech Lang. 46 (2017)
Jörn Anemüller, Hendrik Kayser
Acoustic Source Localization by Combination of Supervised Direction-of-Arrival Estimation with Disjoint Component Analysis. LVA/ICA (2017)
Jens Schröder, Niko Moritz, Jörn Anemüller, Stefan Goetze, Birger Kollmeier
Classifier Architectures for Acoustic Scenes and Events: Implications for DNNs, TDNNs, and Perceptual Features from DCASE 2016. IEEE ACM Trans. Audio Speech Lang. Process. 25 (6) (2017)
Hendrik Kayser, Jörn Anemüller
Probabilistic Spatial Filter Estimation for Multi-Channel Signal Enhancement in Hearing Aids. ITG Symposium on Speech Communication (2016)
Niko Moritz, Jens Schröder, Stefan Goetze, Jörn Anemüller, Birger Kollmeier
Acoustic Scene Classification using Time-Delay Neural Networks and Amplitude Modulation Filter Bank Features. DCASE (2016)
Hendrik Kayser, Niko Moritz, Jörn Anemüller
Probabilistic Spatial Filter Estimation for Signal Enhancement in Multi-Channel Automatic Speech Recognition. INTERSPEECH (2016)
Elham Fathiazar, Jörn Anemüller, Jutta Kretzberg
Statistical identification of stimulus-activated network nodes in multi-neuron voltage-sensitive dye optical recordings. EMBC (2016)
Jens Schröder, Jörn Anemüller, Stefan Goetze
Performance comparison of GMM, HMM and DNN based approaches for acoustic event detection within Task 3 of the DCASE 2016 challenge. DCASE (2016)
Jens Schröder, Jörn Anemüller, Stefan Goetze
Classification of human cough signals using spectro-temporal Gabor filterbank features. ICASSP (2016)
Niko Moritz, Birger Kollmeier, Jörn Anemüller
Integration of Optimized Modulation Filter Sets Into Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24 (12) (2016)
Jens Schröder, Stefan Goetze, Jörn Anemüller
Spectro-Temporal Gabor Filterbank Features for Acoustic Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 23 (12) (2015)
Feifei Xiong, Bernd T. Meyer, Niko Moritz, Robert Rehr, Jörn Anemüller, Timo Gerkmann, Simon Doclo, Stefan Goetze
Front-end technologies for robust ASR in reverberant environments - spectral enhancement-based dereverberation and auditory modulation filterbank features. EURASIP J. Adv. Signal Process. 2015 (2015)
Niko Moritz, Stephan Gerlach, Kamil Adiloglu, Jörn Anemüller, Birger Kollmeier, Stefan Goetze
A CHiME-3 challenge system: Long-term acoustic features for noise robust automatic speech recognition. ASRU (2015)
Niko Moritz, Jörn Anemüller, Birger Kollmeier
An Auditory Inspired Amplitude Modulation Filter Bank for Robust Feature Extraction in Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 23 (11) (2015)
Arne-Freerk Meyer, Jan-Philipp Diepenbrock, Frank W. Ohl, Jörn Anemüller
Temporal variability of spectro-temporal receptive fields in the anesthetized auditory cortex. Frontiers Comput. Neurosci. 8 (2014)
Hendrik Kayser, Jörn Anemüller, Kamil Adiloglu
Estimation of inter-channel phase differences using non-negative matrix factorization. SAM (2014)
Hendrik Kayser, Jörn Anemüller
A discriminative learning approach to probabilistic acoustic source localization. IWAENC (2014)
Jens Schröder, Stefan Goetze, Volker Grutzmacher, Jörn Anemüller
Automatic acoustic siren detection in traffic noise by part-based models. ICASSP (2013)
Jens Schröder, Niko Moritz, Marc René Schädler, Benjamin Cauchi, Kamil Adiloglu, Jörn Anemüller, Simon Doclo, Birger Kollmeier, Stefan Goetze
On the use of spectro-temporal features for the IEEE AASP challenge 'detection and classification of acoustic scenes and events'. WASPAA (2013)
Daphna Weinshall, Alon Zweig, Hynek Hermansky, Stefan Kombrink, Frank W. Ohl, Jörn Anemüller, Jörg-Hendrik Bach, Luc Van Gool, Fabian Nater, Tomás Pajdla, Michal Havlena, Misha Pavel
Beyond Novelty Detection: Incongruent Events, When General and Specific Classifiers Disagree. IEEE Trans. Pattern Anal. Mach. Intell. 34 (10) (2012)
Niko Moritz, Jörn Anemüller, Birger Kollmeier
Amplitude Modulation Filters as Feature Sets for Robust ASR: Constant Absolute or Relative Bandwidth? INTERSPEECH (2012)
Jörg-Hendrik Bach, Arne-Freerk Meyer, Duncan C. McElfresh, Jörn Anemüller
Automatic classification of audio data using nonlinear neural response models. ICASSP (2012)
Roi Kliper, Hendrik Kayser, Daphna Weinshall, Israel Nelken, Jörn Anemüller
Monaural Azimuth Localization Using Spectral Dynamics of Speech. INTERSPEECH (2011)
Jörg-Hendrik Bach, Jörn Anemüller, Birger Kollmeier
Robust speech detection in real acoustic backgrounds with perceptually motivated features. Speech Commun. 53 (5) (2011)
Niko Moritz, Jörn Anemüller, Birger Kollmeier
Amplitude modulation spectrogram based features for robust speech recognition in noisy and reverberant environments. ICASSP (2011)
Jörg-Hendrik Bach, Birger Kollmeier, Jörn Anemüller
Modulation-based detection of speech in real background noise: Generalization to novel background classes. ICASSP (2010)
Jörg-Hendrik Bach, Jörn Anemüller
Detecting novel objects in acoustic scenes through classifier incongruence. INTERSPEECH (2010)
Hendrik Kayser, Stephan Dieter Ewert, Jörn Anemüller, Thomas Rohdenburg, Volker Hohmann, Birger Kollmeier
Database of Multichannel In-Ear and Behind-the-Ear Head-Related and Binaural Room Impulse Responses. EURASIP J. Adv. Signal Process. 2009 (2009)
Jörn Anemüller, Denny Schmidt, Jörg-Hendrik Bach
Detection of speech embedded in real acoustic background based on amplitude modulation spectrogram features. INTERSPEECH (2008)
Jörn Anemüller, Jörg-Hendrik Bach, Barbara Caputo, Michal Havlena, Jie Luo, Hendrik Kayser, Bastian Leibe, Petr Motlícek, Tomás Pajdla, Misha Pavel, Akihiko Torii, Luc Van Gool, Alon Zweig, Hynek Hermansky
The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events. ICMI (2008)
Jie Luo, Barbara Caputo, Alon Zweig, Jörg-Hendrik Bach, Jörn Anemüller
Object Category Detection Using Audio-Visual Cues. ICVS (2008)
Max F. K. Happel, Simon Müller, Jörn Anemüller, Frank W. Ohl
Predictability of STRFs in auditory cortex neurons depends on stimulus class. INTERSPEECH (2008)
Jörn Anemüller
Maximization of Component Disjointness: A Criterion for Blind Source Separation. ICA (2007)
Jörn Anemüller
Second-Order Separation of Multidimensional Sources with Constrained Mixing System. ICA (2006)
Jörn Anemüller, Jeng-Ren Duann, Terrence J. Sejnowski, Scott Makeig
Spatio-temporal dynamics in fMRI recordings revealed with complex independent component analysis. Neurocomputing 69 (13-15) (2006)
Thorsten Wesker, Bernd T. Meyer, Kirsten Wagener, Jörn Anemüller, Alfred Mertins, Birger Kollmeier
Oldenburg logatome speech corpus (OLLO) for speech recognition experiments with humans and machines. INTERSPEECH (2005)
Jörn Anemüller, Terrence J. Sejnowski, Scott Makeig
Reliable Measurement of Cortical Flow Patterns Using Complex Independent Component Analysis of Electroencephalographic Signals. ICA (2004)
Jörn Anemüller, Jeng-Ren Duann, Terrence J. Sejnowski, Scott Makeig
Unraveling Spatio-temporal Dynamics in fMRI Recordings Using Complex ICA. ICA (2004)
Jörn Anemüller, Terrence J. Sejnowski, Scott Makeig
Complex independent component analysis of frequency-domain electroencephalographic data. Neural Networks 16 (9) (2003)
Jörn Anemüller, Birger Kollmeier
Adaptive separation of acoustic sources for anechoic conditions: A constrained frequency domain approach. Speech Commun. 39 (1-2) (2003)
Jörn Anemüller, Terrence J. Sejnowski, Scott Makeig
Complex Independent Component Analysis of Frequency-Domain Electroencephalographic Data CoRR (2003)