Stefan Goetze

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 50

Top Topics

Amplitude Modulation

Acoustic Features

Speech Recognition

Joint Estimation

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Robert Sutherland, George Close, Thomas Hain, Stefan Goetze, Jon Barker
Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement. CoRR (2024)
Wing-Zin Leung, Mattias Cross, Anton Ragni, Stefan Goetze
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis. CoRR (2024)
William Ravenscroft, George Close, Stefan Goetze, Thomas Hain, Mohammad Soleymanpour, Anurag Chowdhury, Mark C. Fuhs
Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition. 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)
Hussein Yusufali, Roger K. Moore, Stefan Goetze
Refining Text Input For Augmentative and Alternative Communication (AAC) Devices: Analysing Language Model Layers For Optimisation. ICASSP (2024)
Rhiannon Mogridge, George Close, Robert Sutherland, Thomas Hain, Jon Barker, Stefan Goetze, Anton Ragni
Non-Intrusive Speech Intelligibility Prediction for Hearing-Impaired Users using Intermediate ASR Features and Human Memory Models. CoRR (2024)
William Ravenscroft, Stefan Goetze, Thomas Hain
Combining Conformer and Dual-Path-Transformer Networks for Single Channel Noisy Reverberant Speech Separation. ICASSP (2024)
George Close, Thomas Hain, Stefan Goetze
Hallucination in Perceptual Metric-Driven Speech Enhancement Networks. CoRR (2024)
Rhiannon Mogridge, George Close, Robert Sutherland, Thomas Hain, Jon Barker, Stefan Goetze, Anton Ragni
Non-Intrusive Speech Intelligibility Prediction for Hearing-Impaired Users Using Intermediate ASR Features and Human Memory Models. ICASSP (2024)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement. ICASSP (2024)
George Close, Thomas Hain, Stefan Goetze
Non Intrusive Intelligibility Predictor for Hearing Impaired Individuals using Self Supervised Speech Representations. CoRR (2023)
George Close, Thomas Hain, Stefan Goetze
The Effect of Spoken Language on Speech Enhancement Using Self-Supervised Speech Representation Loss Functions. WASPAA (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments. CoRR (2023)
Longdan Hao, Stefan Goetze, Mark S. Hawley
Message Recommendation Strategies for Tailoring Health Information to Promote Physical Activities. HCI (49) (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Data Sampling Strategies for Training Neural Network Speech Separation Models. CoRR (2023)
Hussein Yusufali, Stefan Goetze, Roger K. Moore
Bridging the Communication Rate Gap: Enhancing Text Input for Augmentative and Alternative Communication (AAC). HCI (49) (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement. CoRR (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation. ICASSP (2023)
Jason Clarke, Yoshihiko Gotoh, Stefan Goetze
Improving Audiovisual Active Speaker Detection in Egocentric Recordings with the Data-Efficient Image Transformer. ASRU (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Data Sampling Strategies for Training Neural Network Speech Separation Models. EUSIPCO (2023)
George Close, Thomas Hain, Stefan Goetze
The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions. CoRR (2023)
Sebastian Ellis, Stefan Goetze, Heidi Christensen
Moving Towards Non-Binary Gender Identification Via Analysis of System Errors in Binary Gender Classification. ICASSP (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Perceive and Predict: Self-Supervised Speech Representation Based Loss Functions for Speech Enhancement. ICASSP (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement. CoRR (2023)
Hongbo Zhang, Chen Tang, Tyler Loakman, Chenghua Lin, Stefan Goetze
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation. CoRR (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments. ASRU (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation. IWAENC (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation. CoRR (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation. EUSIPCO (2022)
George Close, Thomas Hain, Stefan Goetze
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data. CoRR (2022)
George Close, Samuel Hollands, Stefan Goetze, Thomas Hain
Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals. INTERSPEECH (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation. CoRR (2022)
George Close, Thomas Hain, Stefan Goetze
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data. EUSIPCO (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation. CoRR (2022)
Stepan Shishkin, Danilo Hollosi, Simon Doclo, Stefan Goetze
Active Learning for Sound Event Classification using Monte-Carlo Dropout and PANN Embeddings. DCASE (2021)
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)
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)
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)
Hamza A. Javed, Benjamin Cauchi, Simon Doclo, Patrick A. Naylor, Stefan Goetze
Measuring, modelling and predicting perceived reverberation. ICASSP (2017)
Feifei Xiong, Bernd T. Meyer, Benjamin Cauchi, Ante Jukic, Simon Doclo, Stefan Goetze
Performance comparison of real-time single-channel speech dereverberation algorithms. HSCMA (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)
Feifei Xiong, Stefan Goetze, Bernd T. Meyer
Combination strategy based on relative performance monitoring for multi-stream reverberant speech recognition. ICASSP (2017)
Feifei Xiong, Stefan Goetze, Bernd T. Meyer
On DNN posterior probability combination in multi-stream speech recognition for reverberant environments. ICASSP (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)
Benjamin Cauchi, Hamza A. Javed, Timo Gerkmann, Simon Doclo, Stefan Goetze, Patrick A. Naylor
Perceptual and instrumental evaluation of the perceived level of reverberation. ICASSP (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)
Anderson R. Avila, Benjamin Cauchi, Stefan Goetze, Simon Doclo, Tiago H. Falk
Performance comparison of intrusive and non-intrusive instrumental quality measures for enhanced speech. IWAENC (2016)
Jens Schröder, Jörn Anemüller, Stefan Goetze
Classification of human cough signals using spectro-temporal Gabor filterbank features. ICASSP (2016)
Benjamin Cauchi, João Felipe Santos, Kai Siedenburg, Tiago H. Falk, Patrick A. Naylor, Simon Doclo, Stefan Goetze
Predicting the quality of processed speech by combining modulation-based features and model trees. ITG Symposium on Speech Communication (2016)
Benjamin Cauchi, Ina Kodrasi, Robert Rehr, Stephan Gerlach, Ante Jukic, Timo Gerkmann, Simon Doclo, Stefan Goetze
Combination of MVDR beamforming and single-channel spectral processing for enhancing noisy and reverberant speech. EURASIP J. Adv. Signal Process. 2015 (2015)
Benjamin Cauchi, Patrick A. Naylor, Timo Gerkmann, Simon Doclo, Stefan Goetze
Late reverberant spectral variance estimation using acoustic channel equalization. EUSIPCO (2015)
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)
Feifei Xiong, Stefan Goetze, Bernd T. Meyer
Joint Estimation of Reverberation Time and Direct-to-Reverberation Ratio from Speech using Auditory-Inspired Features. CoRR (2015)
Marco Ruhland, Jörg Bitzer, Matthias Brandt, Stefan Goetze
Reduction of Gaussian, Supergaussian, and Impulsive Noise by Interpolation of the Binary Mask Residual. IEEE ACM Trans. Audio Speech Lang. Process. 23 (10) (2015)
Feifei Xiong, Bernd T. Meyer, Stefan Goetze
A study on joint beamforming and spectral enhancement for robust speech recognition in reverberant environments. ICASSP (2015)
Karen Insa Wolf, Stefan Goetze, Frank Wallhoff
CooCo, What Can I Cook Today? Surprise Me. ICCBR (Workshops) (2015)
Stephan Gerlach, Jörg Bitzer, Stefan Goetze, Simon Doclo
Joint estimation of pitch and direction of arrival: improving robustness and accuracy for multi-speaker scenarios. EURASIP J. Audio Speech Music. Process. 2014 (2014)
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)
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)
Feifei Xiong, Stefan Goetze, Bernd T. Meyer
Estimating room acoustic parameters for speech recognizer adaptation and combination in reverberant environments. ICASSP (2014)
Jens Schröder, Stefan Goetze, Volker Grutzmacher, Jörn Anemüller
Automatic acoustic siren detection in traffic noise by part-based models. ICASSP (2013)
Ina Kodrasi, Stefan Goetze, Simon Doclo
Regularization for Partial Multichannel Equalization for Speech Dereverberation. IEEE Trans. Speech Audio Process. 21 (9) (2013)
Danilo Hollosi, Gyorgy Nagy, Rene Rodigast, Stefan Goetze, Philippe Cousin
Enhancing Wireless Sensor Networks with Acoustic Sensing Technology: Use Cases, Applications & Experiments. GreenCom/iThings/CPScom (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)
Sebastian Uziel, Thomas Elste, Wolfram Kattanek, Danilo Hollosi, Stephan Gerlach, Stefan Goetze
Networked embedded acoustic processing system for smart building applications. DASIP (2013)
Ina Kodrasi, Stefan Goetze, Simon Doclo
A perceptually constrained channel shortening technique for speech dereverberation. ICASSP (2013)
Feifei Xiong, Stefan Goetze, Bernd T. Meyer
Blind estimation of reverberation time based on spectro-temporal modulation filtering. ICASSP (2013)
Feifei Xiong, Jens-E. Appell, Stefan Goetze
System identification for listening-room compensation by means of acoustic echo cancellation and acoustic echo suppression filters. ICASSP (2012)
Marco Ruhland, Stefan Goetze, Matthias Brandt, Simon Doclo, Jörg Bitzer
A New Approach for Reduction of Supergaussian Noise Using Autoregressive Interpolation and Time-Frequency Masking. IWAENC (2012)
Ina Kodrasi, Stefan Goetze, Simon Doclo
Increasing the Robustness of Acoustic Multichannel Equalization by Means of Regularization. IWAENC (2012)
Stephan Gerlach, Stefan Goetze, Simon Doclo
2D Audio-Visual Localization in Home Environments using a Particle Filter. ITG Conference on Speech Communication (2012)
Benjamin Cauchi, Stefan Goetze, Simon Doclo
Reduction of Non-stationary Noise for a Robotic Living Assistant using Sparse Non-negative Matrix Factorization. SMIAE@ACL (2012)
Stefan Goetze, Sven Fischer, Niko Moritz, Jens-E. Appell, Frank Wallhoff
Multimodal Human-Machine Interaction for Service Robots in Home-Care Environments. SMIAE@ACL (2012)
Stefan Goetze, Jens Schröder, Stephan Gerlach, Danilo Hollosi, Jens-E. Appell, Frank Wallhoff
Acoustic Monitoring and Localization for Social Care. J. Comput. Sci. Eng. 6 (1) (2012)
Jan Ole Jungmann, Tiemin Mei, Stefan Goetze, Alfred Mertins
Room impulse response reshaping by joint optimization of multiple p-norm based criteria. EUSIPCO (2011)
Stefan Goetze, Eugen Albertin, Markus Kallinger, Alfred Mertins, Karl-Dirk Kammeyer
Quality assessment for listening-room compensation algorithms. ICASSP (2010)
Jan Rennies, Eugen Albertin, Stefan Goetze, Jens-E. Appell
Automatic Live Monitoring of Communication Quality for Normal-Hearing and Hearing-Impaired Listeners. ICCHP (2) (2010)
Stefan Goetze, Markus Kallinger, Alfred Mertins, Karl-Dirk Kammeyer
Multi-channel listening-room compensation using a decoupled filtered-X LMS algorithm. ACSCC (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)
Volker Mildner, Stefan Goetze, Karl-Dirk Kammeyer, Alfred Mertins
Optimization of Gabor Features for Text-Independent Speaker Identification. ISCAS (2007)