Birger Kollmeier

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 26

Top Topics

Speech Recognition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Comput. Speech Lang.

Publications

Samira K. Saak, Dirk Oetting, Birger Kollmeier, Mareike Buhl
Integrating audiological datasets via federated merging of Auditory Profiles. CoRR (2024)
Maximilian Karl Scharf, Sabine Hochmuth, Lena L. N. Wong, Birger Kollmeier, Anna Warzybok
Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features. CoRR (2022)
Angel Mario Castro Martinez, Constantin Spille, Jana Roßbach, Birger Kollmeier, Bernd T. Meyer
Prediction of speech intelligibility with DNN-based performance measures. CoRR (2022)
Angel Mario Castro Martinez, Constantin Spille, Jana Roßbach, Birger Kollmeier, Bernd T. Meyer
Prediction of speech intelligibility with DNN-based performance measures. Comput. Speech Lang. 74 (2022)
Maximilian Karl Scharf, Sabine Hochmuth, Lena L. N. Wong, Birger Kollmeier, Anna Warzybok
Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features. INTERSPEECH (2022)
Henning F. Schepker, Florian Denk, Birger Kollmeier, Simon Doclo
Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Henning F. Schepker, Florian Denk, Birger Kollmeier, Simon Doclo
Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices. CoRR (2021)
Henning F. Schepker, Reinhild Roden, Florian Denk, Birger Kollmeier, Matthias Blau, Simon Doclo
Individualized sound pressure equalization in hearing devices exploiting an electro-acoustic model. CoRR (2021)
Florian Denk, Birger Kollmeier
The Hearpiece database of individual transfer functions of an openly available in-the-ear earpiece for hearing device research. CoRR (2020)
David Hülsmeier, Marc René Schädler, Birger Kollmeier
Towards accurate simulations of individual speech recognition benefits with real hearing aids with FADE. CoRR (2020)
Samira K. Saak, Andrea Hildebrandt, Birger Kollmeier, Mareike Buhl
Predicting Common Audiological Functional Parameters (CAFPAs) as Interpretable Intermediate Representation in a Clinical Decision-Support System for Audiology. Frontiers Digit. Health 2 (2020)
Feifei Xiong, Stefan Goetze, Birger Kollmeier, Bernd T. Meyer
Joint Estimation of Reverberation Time and Early-To-Late Reverberation Ratio From Single-Channel Speech Signals. IEEE ACM Trans. Audio Speech Lang. Process. 27 (2) (2019)
Paul Kranzusch, Rainer Huber, Melanie Krüger, Birger Kollmeier, Bernd T. Meyer
Prediction of Subjective Listening Effort from Acoustic Data with Non-Intrusive Deep Models. INTERSPEECH (2018)
Constantin Spille, Birger Kollmeier, Bernd T. Meyer
Comparing human and automatic speech recognition in simple and complex acoustic scenes. Comput. Speech Lang. 52 (2018)
Florian Denk, Henning F. Schepker, Simon Doclo, Birger Kollmeier
Equalization filter design for achieving acoustic transparency in a semi-open fit hearing device. ITG Symposium on Speech Communication (2018)
Constantin Spille, Stephan Dieter Ewert, Birger Kollmeier, Bernd T. Meyer
Predicting speech intelligibility with deep neural networks. Comput. Speech Lang. 48 (2018)
Henning F. Schepker, Florian Denk, Birger Kollmeier, Simon Doclo
Multi-loudspeaker equalization for acoustic transparency in a custom hearing device. ITG Symposium on Speech Communication (2018)
Feifei Xiong, Stefan Goetze, Birger Kollmeier, Bernd T. Meyer
Exploring Auditory-Inspired Acoustic Features for Room Acoustic Parameter Estimation From Monaural Speech. IEEE ACM Trans. Audio Speech Lang. Process. 26 (10) (2018)
Jasper Ooster, Rainer Huber, Birger Kollmeier, Bernd T. Meyer
Evaluation of an automated speech-controlled listening test with spontaneous and read responses. Speech Commun. 98 (2018)
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)
Constantin Spille, Birger Kollmeier, Bernd T. Meyer
Combining Binaural and Cortical Features for Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (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)
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)
Marc René Schädler, David Hülsmeier, Anna Warzybok, Sabine Hochmuth, Birger Kollmeier
Microscopic Multilingual Matrix Test Predictions Using an ASR-Based Speech Recognition Model. INTERSPEECH (2016)
Steffen Kortlang, Giso Grimm, Volker Hohmann, Birger Kollmeier, Stephan Dieter Ewert
Auditory Model-Based Dynamic Compression Controlled by Subband Instantaneous Frequency and Speech Presence Probability Estimates. IEEE ACM Trans. Audio Speech Lang. Process. 24 (10) (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)
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)
Bernd T. Meyer, Birger Kollmeier, Jasper Ooster
Autonomous measurement of speech intelligibility utilizing automatic speech recognition. INTERSPEECH (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)
Hongmei Hu, Birger Kollmeier, Mathias Dietz
Reduction of stimulation coherent artifacts in electrically evoked auditory brainstem responses. Biomed. Signal Process. Control. 21 (2015)
Anna Warzybok, Ina Kodrasi, Jan Ole Jungmann, Emanuël A. P. Habets, Timo Gerkmann, Alfred Mertins, Simon Doclo, Birger Kollmeier, Stefan Goetze
Subjective speech quality and speech intelligibility evaluation of single-channel dereverberation algorithms. IWAENC (2014)
Hongmei Hu, Stephan Dieter Ewert, Tom A. Campbell, Birger Kollmeier, Mathias Dietz
An interaural electrode pairing clinical research system for bilateral cochlear implants. ChinaSIP (2014)
Jan-Hendrik Flesner, Stephan Dieter Ewert, Birger Kollmeier, Rainer Huber
Quality assessment of multi-channel audio processing schemes based on a binaural auditory model. ICASSP (2014)
Stefan Goetze, Anna Warzybok, Ina Kodrasi, Jan Ole Jungmann, Benjamin Cauchi, Jan Rennies, Emanuël A. P. Habets, Alfred Mertins, Timo Gerkmann, Simon Doclo, Birger Kollmeier
A study on speech quality and speech intelligibility measures for quality assessment of single-channel dereverberation algorithms. IWAENC (2014)
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)
Marc René Schädler, Birger Kollmeier
Normalization of spectro-temporal Gabor filter bank features for improved robust automatic speech recognition systems. INTERSPEECH (2012)
Niko Moritz, Jörn Anemüller, Birger Kollmeier
Amplitude Modulation Filters as Feature Sets for Robust ASR: Constant Absolute or Relative Bandwidth? INTERSPEECH (2012)
Bernd T. Meyer, Constantin Spille, Birger Kollmeier, Nelson Morgan
Hooking up spectro-temporal filters with auditory-inspired representations for robust automatic speech recognition. INTERSPEECH (2012)
Jan Rennies, Thomas Brand, Birger Kollmeier
Prediction of Binaural Intelligibility Level Differences in Reverberation. INTERSPEECH (2011)
Bernd T. Meyer, Birger Kollmeier
Robustness of spectro-temporal features against intrinsic and extrinsic variations in automatic speech recognition. Speech Commun. 53 (5) (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)
Verena N. Uslar, Thomas Brand, Mirko Hanke, Rebecca Carroll, Esther Ruigendijk, Cornelia Hamann, Birger Kollmeier
Does sentence complexity interfere with intelligibility in noise? evaluation of the oldenburg linguistically and audiologically controlled sentence test (OLACS). INTERSPEECH (2010)
Sebastian Puschmann, Stefan Uppenkamp, Birger Kollmeier, Christiane M. Thiel
Dichotic pitch activates pitch processing centre in Heschl's gyrus. NeuroImage 49 (2) (2010)
Bernd T. Meyer, Birger Kollmeier
Learning from human errors: prediction of phoneme confusions based on modified ASR training. INTERSPEECH (2010)
Jörg-Hendrik Bach, Birger Kollmeier, Jörn Anemüller
Modulation-based detection of speech in real background noise: Generalization to novel background classes. ICASSP (2010)
Tim Jürgens, Stefan Fredelake, Ralf M. Meyer, Birger Kollmeier, Thomas Brand
Challenging the speech intelligibility index: macroscopic vs. microscopic prediction of sentence recognition in normal and hearing-impaired listeners. 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)
Giso Grimm, Volker Hohmann, Birger Kollmeier
Increase and Subjective Evaluation of Feedback Stability in Hearing Aids by a Binaural Coherence-Based Noise Reduction Scheme. IEEE Trans. Speech Audio Process. 17 (7) (2009)
Bernd T. Meyer, Birger Kollmeier
Complementarity of MFCC, PLP and Gabor features in the presence of speech-intrinsic variabilities. INTERSPEECH (2009)
Bernd T. Meyer, Birger Kollmeier
Optimization and evaluation of Gabor feature sets for ASR. INTERSPEECH (2008)
Thomas Rohdenburg, Stefan Goetze, Volker Hohmann, Karl-Dirk Kammeyer, Birger Kollmeier
Objective perceptual quality assessment for self-steering binaural hearing aid microphone arrays. ICASSP (2008)
Bernd T. Meyer, Matthias Wächter, Thomas Brand, Birger Kollmeier
Phoneme confusions in human and automatic speech recognition. INTERSPEECH (2007)
Tim Jürgens, Thomas Brand, Birger Kollmeier
Modelling the human-machine gap in speech reception: microscopic speech intelligibility prediction for normal-hearing subjects with an auditory model. INTERSPEECH (2007)
Rainer Huber, Birger Kollmeier
PEMO-Q - A New Method for Objective Audio Quality Assessment Using a Model of Auditory Perception. IEEE Trans. Speech Audio Process. 14 (6) (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)
Thomas Rohdenburg, Volker Hohmann, Birger Kollmeier
Matlab Simulationsumgebung zur Entwicklung von Algorithmen der Audio-Signalverarbeitung am Beispiel des verlustleistungsoptimierten Entwurfs von Hörgerätealgorithmen. GI Jahrestagung (1) (2005)
Thomas Rohdenburg, Volker Hohmann, Birger Kollmeier
Tutorial Hearing Aid Algorithms. PATMOS (2005)
Wolfgang Nebel, Bärbel Mertsching, Birger Kollmeier
Digital Hearing Aids: Challenges and Solutions for Ultra Low Power. PATMOS (2005)
Birger Kollmeier
Auditory principles in speech processing - do computers need silicon ears ? INTERSPEECH (2003)
Jürgen Tchorz, Birger Kollmeier
SNR estimation based on amplitude modulation analysis with applications to noise suppression. IEEE Trans. Speech Audio Process. 11 (3) (2003)
Jörn Anemüller, Birger Kollmeier
Adaptive separation of acoustic sources for anechoic conditions: A constrained frequency domain approach. Speech Commun. 39 (1-2) (2003)
Jürgen Tchorz, Birger Kollmeier
Estimation of the signal-to-noise ratio with amplitude modulation spectrograms. Speech Commun. 38 (1-2) (2002)
M. Marzinzik, Birger Kollmeier
Speech pause detection for noise spectrum estimation by tracking power envelope dynamics. IEEE Trans. Speech Audio Process. 10 (2) (2002)
Michael Kleinschmidt, Jürgen Tchorz, Birger Kollmeier
Combining speech enhancement and auditory feature extraction for robust speech recognition. Speech Commun. 34 (1-2) (2001)
Jürgen Tchorz, Michael Kleinschmidt, Birger Kollmeier
Noise Suppression Based on Neurophysiologically-motivated SNR Estimation for Robust Speech Recognition. NIPS (2000)
Jürgen Tchorz, Birger Kollmeier
Speech detection and SNR prediction basing on amplitude modulation pattern recognition. EUROSPEECH (1999)
Alexander Schwarz, Bärbel Mertsching, M. Brucke, Wolfgang Nebel, Jürgen Tchorz, Birger Kollmeier
Implementing a Quantitative Model for the "Effective" Signal Processing in the Auditory System on a Dedicated Digital VLSI Hardware. EUROMICRO (1999)
Jürgen Tchorz, Klaus Kasper, Herbert Reininger, Birger Kollmeier
On the interplay between auditory-based features and locally recurrent neural networks for robust speech recognition in noise. EUROSPEECH (1997)
Martin Hansen, Birger Kollmeier
Using a quantitative psychoacoustical signal representation for objective speech quality measurement. ICASSP (1997)
William S. Woods, Martin Hansen, Thomas Wittkop, Birger Kollmeier
A simple architecture for using multiple cues in sound separation. ICSLP (1996)
Volker Hohmann, Birger Kollmeier
Digital hearing aid techniques employing a loudness model for recruitment compensation. ICSLP (1994)