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Simon Doclo
ORCID
Publication Activity (10 Years)
Years Active: 1998-2024
Publications (10 Years): 168
Top Topics
Power Spectra
Noise Reduction
Wiener Filter
Hearing Aids
Top Venues
ICASSP
IEEE ACM Trans. Audio Speech Lang. Process.
CoRR
IWAENC
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Publications
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Mohammad Bokaei
,
Jesper Jensen
,
Simon Doclo
,
Jan Østergaard
Deep low-latency joint speech transmission and enhancement over a gaussian channel.
CoRR
(2024)
Mattes Ohlenbusch
,
Christian Rollwage
,
Simon Doclo
Multi-Microphone Noise Data Augmentation for DNN-Based Own Voice Reconstruction for Hearables in Noisy Environments.
ICASSP
(2024)
Vikas Tokala
,
Eric Grinstein
,
Mike Brookes
,
Simon Doclo
,
Jesper Jensen
,
Patrick A. Naylor
Binaural Speech Enhancement Using Deep Complex Convolutional Transformer Networks.
ICASSP
(2024)
Tong Xiao
,
Simon Doclo
Effect of target signals and delays on spatially selective active noise control for open-fitting hearables.
CoRR
(2024)
Marvin Tammen
,
Tsubasa Ochiai
,
Marc Delcroix
,
Tomohiro Nakatani
,
Shoko Araki
,
Simon Doclo
Array Geometry-Robust Attention-Based Neural Beamformer for Moving Speakers.
CoRR
(2024)
Stepan Shishkin
,
Danilo Hollosi
,
Stefan Goetze
,
Simon Doclo
Active Learning for Sound Event Classification Using Bayesian Neural Networks with Gaussian Variational Posterior.
ICASSP
(2024)
Mohammad Bokaei
,
Jesper Jensen
,
Simon Doclo
,
Jan Østergaard
Channel-Configurable Deep Wireless Speech Transmission.
WCNC
(2024)
Daniel Fejgin
,
Elior Hadad
,
Sharon Gannot
,
Zbynek Koldovský
,
Simon Doclo
Comparison of Frequency-Fusion Mechanisms for Binaural Direction-of-Arrival Estimation for Multiple Speakers.
CoRR
(2024)
Reza Varzandeh
,
Simon Doclo
,
Volker Hohmann
Speech-Aware Binaural DOA Estimation Utilizing Periodicity and Spatial Features in Convolutional Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
32 (2024)
Anselm Lohmann
,
Toon van Waterschoot
,
Jörg Bitzer
,
Simon Doclo
Microphone Subset Selection for the Weighted Prediction Error Algorithm Using a Group Sparsity Penalty.
ICASSP
(2024)
Daniel Fejgin
,
Elior Hadad
,
Sharon Gannot
,
Zbynek Koldovský
,
Simon Doclo
Comparison Of Frequency-Fusion Mechanisms For Binaural Direction-Of-Arrival Estimation For Multiple Speakers.
ICASSP
(2024)
Tong Xiao
,
Simon Doclo
Effect of Target Signals and Delays on Spatially Selective Active Noise Control for Open-Fitting Hearables.
ICASSP
(2024)
Daniel Fejgin
,
Wiebke Middelberg
,
Simon Doclo
BRUDEX Database: Binaural Room Impulse Responses with Uniformly Distributed External Microphones.
CoRR
(2023)
Daniel Fejgin
,
Simon Doclo
Exploiting an External Microphone for Binaural RTF-Vector-Based Direction of Arrival Estimation for Multiple Speakers.
CoRR
(2023)
Reza Varzandeh
,
Simon Doclo
,
Volker Hohmann
A Two-Stage CNN with Feature Reduction for Speech-Aware Binaural DOA Estimation.
EUSIPCO
(2023)
Wiebke Middelberg
,
Henri Gode
,
Simon Doclo
Relative Transfer Function Vector Estimation for Acoustic Sensor Networks Exploiting Covariance Matrix Structure.
WASPAA
(2023)
Henri Gode
,
Simon Doclo
Covariance Blocking and Whitening Method for Successive Relative Transfer Function Vector Estimation in Multi-Speaker Scenarios.
WASPAA
(2023)
Kaspar Müller
,
Bilgesu Çakmak
,
Paul Didier
,
Simon Doclo
,
Jan Østergaard
,
Tobias Wolff
Head Orientation Estimation with Distributed Microphones Using Speech Radiation Patterns.
CoRR
(2023)
Naveen Kumar Desiraju
,
Simon Doclo
,
Markus Buck
,
Tobias Wolff
Joint Online Estimation of Early and Late Residual Echo PSD for Residual Echo Suppression.
IEEE ACM Trans. Audio Speech Lang. Process.
31 (2023)
Daniel Fejgin
,
Simon Doclo
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting A Calibrated External Microphone Array.
ICASSP
(2023)
Anselm Lohmann
,
Toon van Waterschoot
,
Jörg Bitzer
,
Simon Doclo
Dereverberation in Acoustic Sensor Networks Using weighted Prediction Error with Microphone-Dependent Prediction Delays.
ICASSP
(2023)
Ulrik Kowalk
,
Simon Doclo
,
Jörg Bitzer
Geometry-Aware DOA Estimation Using a Deep Neural Network with Mixed-Data Input Features.
ICASSP
(2023)
Mohammad Bokaei
,
Jesper Jensen
,
Simon Doclo
,
Jan Østergaard
Deep Joint Source-Channel Analog Coding for Low-Latency Speech Transmission Over Gaussian Channels.
EUSIPCO
(2023)
Mattes Ohlenbusch
,
Christian Rollwage
,
Simon Doclo
Speech-dependent Modeling of Own Voice Transfer Characteristics for In-ear Microphones in Hearables.
CoRR
(2023)
Mattes Ohlenbusch
,
Christian Rollwage
,
Simon Doclo
Modeling of Speech-dependent Own Voice Transfer Characteristics for Hearables with In-ear Microphones.
CoRR
(2023)
Vikas Tokala
,
Eric Grinstein
,
Mike Brookes
,
Simon Doclo
,
Jesper Jensen
,
Patrick A. Naylor
Binaural Speech Enhancement Using Complex Convolutional Recurrent Networks.
ACSSC
(2023)
Kaspar Müller
,
Bilgesu Çakmak
,
Paul Didier
,
Simon Doclo
,
Jan Østergaard
,
Tobias Wolff
Head Orientation Estimation with Distributed Microphones Using Speech Radiation Patterns (Invited Paper).
ACSSC
(2023)
Marvin Tammen
,
Simon Doclo
Parameter Estimation Procedures for Deep Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process.
31 (2023)
Paul Didier
,
Toon van Waterschoot
,
Simon Doclo
,
Marc Moonen
Sampling Rate Offset Estimation and Compensation for Distributed Adaptive Node-Specific Signal Estimation in Wireless Acoustic Sensor Networks.
CoRR
(2022)
Daniel Fejgin
,
Simon Doclo
Coherence-Based Frequency Subset Selection for Binaural RTF-vector-based Direction of Arrival Estimation for Multiple Speakers.
IWAENC
(2022)
Marvin Tammen
,
Xilin Li
,
Simon Doclo
,
Lalin Theverapperuma
Dictionary-Based Fusion of Contact and Acoustic Microphones for Wind Noise Reduction.
CoRR
(2022)
Klaus Brümann
,
Simon Doclo
3D Single Source Localization Based on Euclidean Distance Matrices.
IWAENC
(2022)
Kaspar Müller
,
Simon Doclo
,
Jan Østergaard
,
Tobias Wolff
Model-Based Estimation of in-Car-Communication Feedback Applied to Speech Zone Detection.
IWAENC
(2022)
Ragini Sinha
,
Marvin Tammen
,
Christian Rollwage
,
Simon Doclo
Speaker-Conditioning Single-Channel Target Speaker Extraction using Conformer-based Architectures.
IWAENC
(2022)
Marvin Tammen
,
Xilin Li
,
Simon Doclo
,
Lalin Theverapperuma
Dictionary-Based Fusion of Contact and Acoustic Microphones for Wind Noise Reduction.
IWAENC
(2022)
Ulrik Kowalk
,
Simon Doclo
,
Jörg Bitzer
Signal-informed DNN-based DOA Estimation combining an External Microphone and GCC-PHAT Features.
CoRR
(2022)
Elior Hadad
,
Simon Doclo
,
Sven Nordholm
,
Sharon Gannot
A Class of Pareto Optimal Binaural Beamformers.
IEEE ACM Trans. Audio Speech Lang. Process.
30 (2022)
Daniel Fejgin
,
Simon Doclo
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array.
CoRR
(2022)
Marvin Tammen
,
Simon Doclo
Deep Multi-Frame MVDR Filtering for Binaural Noise Reduction.
IWAENC
(2022)
Wiebke Middelberg
,
Simon Doclo
Bias Analysis of Spatial Coherence-Based RTF Vector Estimation for Acoustic Sensor Networks in a Diffuse Sound Field.
CoRR
(2022)
Marvin Tammen
,
Simon Doclo
Deep Multi-Frame MVDR Filtering for Binaural Noise Reduction.
CoRR
(2022)
Mattes Ohlenbusch
,
Christian Rollwage
,
Simon Doclo
Training Strategies for Own Voice Reconstruction in Hearing Protection Devices Using An In-Ear Microphone.
IWAENC
(2022)
Wiebke Middelberg
,
Simon Doclo
Bias Analysis of Spatial Coherence-Based RTF Vector Estimation for Acoustic Sensor Networks in a Diffuse Sound Field.
IWAENC
(2022)
Ulrik Kowalk
,
Simon Doclo
,
Jörg Bitzer
Signal-Informed DNN-Based DOA Estimation Combining an External Microphone and GCC-PHAT Features.
IWAENC
(2022)
Elior Hadad
,
Simon Doclo
,
Sven Nordholm
,
Sharon Gannot
Pareto Optimal Binaural MVDR Beamformer with Controllable Interference Suppression.
IWAENC
(2022)
Piero Rivera Benois
,
Reinhild Roden
,
Matthias Blau
,
Simon Doclo
Optimization of a Fixed Virtual Sensing Feedback ANC Controller For In-Ear Headphones with Multiple Loudspeakers.
ICASSP
(2022)
Henri Gode
,
Simon Doclo
Adaptive Dereverberation, Noise and Interferer Reduction Using Sparse Weighted Linearly Constrained Minimum Power Beamforming.
EUSIPCO
(2022)
Mattes Ohlenbusch
,
Christian Rollwage
,
Simon Doclo
Training Strategies for Own Voice Reconstruction in Hearing Protection Devices using an In-ear Microphone.
CoRR
(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)
Kaspar Müller
,
Simon Doclo
,
Jan Østergaard
,
Tobias Wolff
Model-based estimation of in-car-communication feedback applied to speech zone detection.
CoRR
(2022)
Henri Gode
,
Marvin Tammen
,
Simon Doclo
Joint Multi-Channel Dereverberation and Noise Reduction Using a Unified Convolutional BeamformerWith Sparse Priors.
ITG Conference on Speech Communication
(2021)
Marvin Tammen
,
Simon Doclo
Deep Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement.
ICASSP
(2021)
Nico Gößling
,
Daniel Marquardt
,
Simon Doclo
Performance Analysis of the Extended Binaural MVDR Beamformer With Partial Noise Estimation.
IEEE ACM Trans. Audio Speech Lang. Process.
29 (2021)
Daniel Fejgin
,
Simon Doclo
Comparison of Binaural RTF-Vector-Based Direction of Arrival Estimation Methods Exploiting an External Microphone.
CoRR
(2021)
Daniel Fejgin
,
Simon Doclo
Comparison of Binaural RTF-Vector-Based Direction of Arrival Estimation Methods Exploiting an External Microphone.
EUSIPCO
(2021)
Ragini Sinha
,
Marvin Tammen
,
Christian Rollwage
,
Simon Doclo
Speaker-conditioned Target Speaker Extraction Based on Customized LSTM Cells.
ITG Conference on Speech Communication
(2021)
Dörte Fischer
,
Simon Doclo
Robust Constrained MFMVDR Filters for Single-Channel Speech Enhancement Based on Spherical Uncertainty Set.
IEEE ACM Trans. Audio Speech Lang. Process.
29 (2021)
Stepan Shishkin
,
Danilo Hollosi
,
Simon Doclo
,
Stefan Goetze
Active Learning for Sound Event Classification using Monte-Carlo Dropout and PANN Embeddings.
DCASE
(2021)
Henning F. Schepker
,
Florian Denk
,
Birger Kollmeier
,
Simon Doclo
Robust single- and multi-loudspeaker least-squares-based equalization for hearing devices.
CoRR
(2021)
Klaus Brümann
,
Daniel Fejgin
,
Simon Doclo
Data-Dependent Initialization for ECM-Based Blind Geometry Estimation of a Microphone Array Using Reverberant Speech.
ITG Conference on Speech Communication
(2021)
Wiebke Middelberg
,
Simon Doclo
Comparison of Generalized Sidelobe Canceller Structures Incorporating External Microphones for Joint Noise and Interferer Reduction.
ITG Conference on Speech Communication
(2021)
Ali Aroudi
,
Eghart Fischer
,
Maja Serman
,
Henning Puder
,
Simon Doclo
Closed-Loop Cognitive-Driven Gain Control of Competing Sounds Using Auditory Attention Decoding.
Algorithms
14 (10) (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)
Piero Rivera Benois
,
Reinhild Roden
,
Matthias Blau
,
Simon Doclo
Sound Pressure Minimization at the Ear Drum for In-ear ANC Headphones using a Fixed Feedforward Remote Microphone Technique.
CoRR
(2021)
Henri Gode
,
Marvin Tammen
,
Simon Doclo
Joint Multi-Channel Dereverberation and Noise Reduction Using a Unified Convolutional Beamformer With Sparse Priors.
CoRR
(2021)
Ali Aroudi
,
Marc Delcroix
,
Tomohiro Nakatani
,
Keisuke Kinoshita
,
Shoko Araki
,
Simon Doclo
Cognitive-driven convolutional beamforming using EEG-based auditory attention decoding.
CoRR
(2020)
Reza Varzandeh
,
Kamil Adiloglu
,
Simon Doclo
,
Volker Hohmann
Exploiting Periodicity Features for Joint Detection and DOA Estimation of Speech Sources Using Convolutional Neural Networks.
ICASSP
(2020)
Nico Gößling
,
Elior Hadad
,
Sharon Gannot
,
Simon Doclo
Binaural LCMV Beamforming With Partial Noise Estimation.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Ali Aroudi
,
Simon Doclo
Cognitive-Driven Binaural Beamforming Using EEG-Based Auditory Attention Decoding.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Marvin Tammen
,
Dörte Fischer
,
Bernd T. Meyer
,
Simon Doclo
DNN-Based Speech Presence Probability Estimation for Multi-Frame Single-Microphone Speech Enhancement.
ICASSP
(2020)
Dörte Fischer
,
Simon Doclo
Subspace-Based Speech Correlation Vector Estimation for Single-Microphone Multi-Frame MVDR Filtering.
ICASSP
(2020)
Ali Aroudi
,
Tobias de Taillez
,
Simon Doclo
Improving Auditory Attention Decoding Performance of Linear and Non-Linear Methods using State-Space Model.
ICASSP
(2020)
Ali Aroudi
,
Marc Delcroix
,
Tomohiro Nakatani
,
Keisuke Kinoshita
,
Shoko Araki
,
Simon Doclo
Cognitive-Driven Convolutional Beamforming Using EEG-Based Auditory Attention Decoding.
MLSP
(2020)
Naveen Kumar Desiraju
,
Simon Doclo
,
Markus Buck
,
Tobias Wolff
Online Estimation of Reverberation Parameters For Late Residual Echo Suppression.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Thomas Dietzen
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Integrated Sidelobe Cancellation and Linear Prediction Kalman Filter for Joint Multi-Microphone Speech Dereverberation, Interfering Speech Cancellation, and Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Ali Aroudi
,
Tobias de Taillez
,
Simon Doclo
Improving auditory attention decoding performance of linear and non-linear methods using state-space model.
CoRR
(2020)
Thomas Dietzen
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Square Root-Based Multi-Source Early PSD Estimation and Recursive RETF Update in Reverberant Environments by Means of the Orthogonal Procrustes Problem.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Felicitas Bederna
,
Henning F. Schepker
,
Christian Rollwage
,
Simon Doclo
,
Arne Pusch
,
Jörg Bitzer
,
Jan Rennies
Adaptive Compressive Onset-Enhancement for Improved Speech Intelligibility in Noise and Reverberation.
INTERSPEECH
(2020)
Henning F. Schepker
,
Sven Nordholm
,
Simon Doclo
Acoustic Feedback Suppression for Multi-Microphone Hearing Devices Using a Soft-Constrained Null-Steering Beamformer.
IEEE ACM Trans. Audio Speech Lang. Process.
28 (2020)
Henning F. Schepker
,
Simon Doclo
Active Feedback Suppression for Hearing Devices Exploiting Multiple Loudspeakers.
WASPAA
(2019)
Marvin Tammen
,
Dörte Fischer
,
Simon Doclo
DNN-Based Multi-Frame MVDR Filtering for Single-Microphone Speech Enhancement.
CoRR
(2019)
Benjamin Cauchi
,
Kai Siedenburg
,
João Felipe Santos
,
Tiago H. Falk
,
Simon Doclo
,
Stefan Goetze
Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network.
IEEE ACM Trans. Audio Speech Lang. Process.
27 (7) (2019)
Nico Gößling
,
Wiebke Middelberg
,
Simon Doclo
RTF-steered binaural MVDR beamforming incorporating multiple external microphones.
CoRR
(2019)
Thomas Dietzen
,
Ann Spriet
,
Wouter Tirry
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Comparative Analysis of Generalized Sidelobe Cancellation and Multi-Channel Linear Prediction for Speech Dereverberation and Noise Reduction.
IEEE ACM Trans. Audio Speech Lang. Process.
27 (3) (2019)
Nico Gößling
,
Simon Doclo
RTF-steered Binaural MVDR Beamforming Incorporating an External Microphone for Dynamic Acoustic Scenarios.
ICASSP
(2019)
Dörte Fischer
,
Klaus Brümann
,
Simon Doclo
Comparison of Parameter Estimation Methods for Single-Microphone Multi -Frame Wiener Filtering.
EUSIPCO
(2019)
Marvin Tammen
,
Simon Doclo
,
Ina Kodrasi
Joint Estimation of RETF Vector and Power Spectral Densities for Speech Enhancement Based on Alternating Least Squares.
ICASSP
(2019)
Ali Aroudi
,
Simon Doclo
Cognitive-driven Binaural LCMV Beamformer Using EEG-based Auditory Attention Decoding.
ICASSP
(2019)
Nico Gößling
,
Wiebke Middelberg
,
Simon Doclo
RTF-Steered Binaural MVDR Beamforming Incorporating Multiple External Microphones.
WASPAA
(2019)
Thomas Dietzen
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Square root-based multi-source early PSD estimation and recursive RETF update in reverberant environments by means of the orthogonal Procrustes problem.
CoRR
(2019)
Henning F. Schepker
,
Sven Erik Nordholm
,
Linh Thi Thuc Tran
,
Simon Doclo
Null-Steering Beamformer-Based Feedback Cancellation for Multi-Microphone Hearing Aids With Incoming Signal Preservation.
IEEE ACM Trans. Audio Speech Lang. Process.
27 (4) (2019)
Thomas Dietzen
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Integrated sidelobe cancellation and linear prediction Kalman filter for joint multi-microphone speech dereverberation, interfering speech cancellation, and noise reduction.
CoRR
(2019)
Linh Thi Thuc Tran
,
Henning F. Schepker
,
Simon Doclo
,
Hai Huyen Dam
,
Sven Nordholm
Frequency Domain Improved Practical Variable Step-Size for Adaptive Feedback Cancellation Using Pre-Filters.
IWAENC
(2018)
Ina Kodrasi
,
Simon Doclo
Joint Late Reverberation and Noise Power Spectral Density Estimation in a Spatially Homogeneous Noise Field.
ICASSP
(2018)
Daniel Marquardt
,
Simon Doclo
Interaural Coherence Preservation for Binaural Noise Reduction Using Partial Noise Estimation and Spectral Postfiltering.
IEEE ACM Trans. Audio Speech Lang. Process.
26 (7) (2018)
Nico Gößling
,
Daniel Marquardt
,
Ivo Merks
,
Tao Zhang
,
Simon Doclo
Optimal Binaural LCMV Beamforming in Complex Acoustic Scenarios: Theoretical and Practical Insights.
IWAENC
(2018)
Thomas Dietzen
,
Simon Doclo
,
Marc Moonen
,
Toon van Waterschoot
Joint Multi-Microphone Speech Dereverberation and Noise Reduction Using Integrated Sidelobe Cancellation and Linear Prediction.
IWAENC
(2018)
Linh Thi Thuc Tran
,
Sven Erik Nordholm
,
Henning F. Schepker
,
Hai Huyen Dam
,
Simon Doclo
Two-Microphone Hearing Aids Using Prediction Error Method for Adaptive Feedback Control.
IEEE ACM Trans. Audio Speech Lang. Process.
26 (5) (2018)
Nico Gößling
,
Simon Doclo
Relative Transfer Function Estimation Exploiting Spatially Separated Microphones in an Incoherent Noise Field.
CoRR
(2018)
Nico Gößling
,
Simon Doclo
Relative Transfer Function Estimation Exploiting Spatially Separated Microphones in a Diffuse Noise Field.
IWAENC
(2018)