Lukas Drude

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 43

Top Topics

Blind Source Separation

Bayesian Estimation

Automatic Speech Recognition

Top Venues

ITG Symposium on Speech Communication

Publications

Sergio Duarte Torres, Arunasish Sen, Aman Rana, Lukas Drude, Alejandro Gomez-Alanis, Andreas Schwarz, Leif Rädel, Volker Leutnant
Promptformer: Prompted Conformer Transducer for ASR. CoRR (2024)
Sergio Duarte Torres, Arunasish Sen, Aman Rana, Lukas Drude, Alejandro Gomez-Alanis, Andreas Schwarz, Leif Rädel, Volker Leutnant
Promptformer: Prompted Conformer Transducer for ASR. ICASSP (2024)
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. CoRR (2023)
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. INTERSPEECH (2023)
Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler
Contextual-Utterance Training for Automatic Speech Recognition. CoRR (2022)
Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler
Contextual-Utterance Training for Automatic Speech Recognition. IberSPEECH (2022)
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
Multi-channel Opus compression for far-field automatic speech recognition with a fixed bitrate budget. CoRR (2021)
Reinhold Haeb-Umbach, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, Tomohiro Nakatani
Far-Field Automatic Speech Recognition. Proc. IEEE 109 (2) (2021)
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget. Interspeech (2021)
Thilo von Neumann, Christoph Böddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR. CoRR (2020)
Jens Heitkaemper, Darius Jakobeit, Christoph Böddeker, Lukas Drude, Reinhold Haeb-Umbach
Demystifying TasNet: A Dissecting Approach. ICASSP (2020)
Thilo von Neumann, Keisuke Kinoshita, Lukas Drude, Christoph Böddeker, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
End-to-End Training of Time Domain Audio Separation and Recognition. ICASSP (2020)
Thilo von Neumann, Christoph Böddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. INTERSPEECH (2020)
Janek Ebbers, Lukas Drude, Reinhold Haeb-Umbach, Andreas Brendel, Walter Kellermann
Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks. CAMSAP (2019)
Jens Heitkaemper, Darius Jakobeit, Christoph Böddeker, Lukas Drude, Reinhold Haeb-Umbach
Demystifying TasNet: A Dissecting Approach. CoRR (2019)
Lukas Drude, Daniel Hasenklever, Reinhold Haeb-Umbach
Unsupervised training of a deep clustering model for multichannel blind source separation. CoRR (2019)
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, Tomohiro Nakatani
Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. ICASSP (2019)
Thilo von Neumann, Keisuke Kinoshita, Lukas Drude, Christoph Böddeker, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
End-to-end training of time domain audio separation and recognition. CoRR (2019)
Lukas Drude, Jens Heitkaemper, Christoph Böddeker, Reinhold Haeb-Umbach
SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition. CoRR (2019)
Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
Unsupervised Training of Neural Mask-Based Beamforming. INTERSPEECH (2019)
Lukas Drude, Daniel Hasenklever, Reinhold Haeb-Umbach
Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. ICASSP (2019)
Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
Unsupervised training of neural mask-based beamforming. CoRR (2019)
Lukas Drude, Reinhold Haeb-Umbach
Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation. IEEE J. Sel. Top. Signal Process. 13 (4) (2019)
Lukas Drude, Takuya Higuchi, Keisuke Kinoshita, Tomohiro Nakatani, Reinhold Haeb-Umbach
Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. ICASSP (2018)
Lukas Drude, Christoph Böddeker, Jahn Heymann, Reinhold Haeb-Umbach, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation. INTERSPEECH (2018)
Keisuke Kinoshita, Lukas Drude, Marc Delcroix, Tomohiro Nakatani
Listening to Each Speaker One by One with Recurrent Selective Hearing Networks. ICASSP (2018)
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, Tomohiro Nakatani
Frame-Online DNN-WPE Dereverberation. IWAENC (2018)
Lukas Drude, Jahn Heymann, Christoph Böddeker, Reinhold Haeb-Umbach
NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing. ITG Symposium on Speech Communication (2018)
Lukas Drude, Thilo von Neumann, Reinhold Haeb-Umbach
Deep Attractor Networks for Speaker Re-Identification and Blind Source Separation. ICASSP (2018)
Jahn Heymann, Lukas Drude, Christoph Böddeker, Patrick Hanebrink, Reinhold Haeb-Umbach
Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system. ICASSP (2017)
Christoph Böddeker, Patrick Hanebrink, Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming. CoRR (2017)
Nikolas Wolfe, Aditya Sharma, Lukas Drude, Bhiksha Raj
The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning. CoRR (2017)
Lukas Drude, Reinhold Haeb-Umbach
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings. INTERSPEECH (2017)
Christoph Böddeker, Patrick Hanebrink, Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
Optimizing neural-network supported acoustic beamforming by algorithmic differentiation. ICASSP (2017)
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
A generic neural acoustic beamforming architecture for robust multi-channel speech processing. Comput. Speech Lang. 46 (2017)
Joerg Schmalenstroeer, Jahn Heymann, Lukas Drude, Christoph Böddeker, Reinhold Haeb-Umbach
Multi-stage coherence drift based sampling rate synchronization for acoustic beamforming. MMSP (2017)
Gerhard Kurz, Igor Gilitschenski, Florian Pfaff, Lukas Drude, Uwe D. Hanebeck, Reinhold Haeb-Umbach, Roland Yves Siegwart
Directional Statistics and Filtering Using libDirectional. CoRR (2017)
Janek Ebbers, Jahn Heymann, Lukas Drude, Thomas Glarner, Reinhold Haeb-Umbach, Bhiksha Raj
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. INTERSPEECH (2017)
Lukas Drude, Christoph Böddeker, Reinhold Haeb-Umbach
Blind speech separation based on complex spherical k-mode clustering. ICASSP (2016)
Thomas Glarner, Mohammad Mahdi Momenzadeh, Lukas Drude, Reinhold Haeb-Umbach
Factor Graph Decoding for Speech Presence Probability Estimation. ITG Symposium on Speech Communication (2016)
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
Neural network based spectral mask estimation for acoustic beamforming. ICASSP (2016)
Aleksej Chinaev, Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs. ITG Symposium on Speech Communication (2016)
Lukas Drude, Bhiksha Raj, Reinhold Haeb-Umbach
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement. INTERSPEECH (2016)
Oliver Walter, Lukas Drude, Reinhold Haeb-Umbach
Source counting in speech mixtures by nonparametric Bayesian estimation of an infinite Gaussian mixture model. ICASSP (2015)
Lukas Drude, Florian Jacob, Reinhold Haeb-Umbach
DOA-estimation based on a complex Watson kernel method. EUSIPCO (2015)
Jahn Heymann, Lukas Drude, Aleksej Chinaev, Reinhold Haeb-Umbach
BLSTM supported GEV beamformer front-end for the 3RD CHiME challenge. ASRU (2015)
Lukas Drude, Aleksej Chinaev, Dang Hai Tran Vu, Reinhold Haeb-Umbach
Source counting in speech mixtures using a variational EM approach for complex WATSON mixture models. ICASSP (2014)
Lukas Drude, Aleksej Chinaev, Dang Hai Tran Vu, Reinhold Haeb-Umbach
Towards online source counting in speech mixtures applying a variational EM for complex Watson mixture models. IWAENC (2014)