| 2024 | ICASSP | Promptformer: Prompted Conformer Transducer for ASR. | Sergio Duarte Torres, Arunasish Sen, Aman Rana, Lukas Drude, Alejandro Gmez Alans, Andreas Schwarz, Leif Rdel, Volker Leutnant |
| 2023 | Interspeech | Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. | Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler |
| 2021 | Interspeech | Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget. | Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin |
| 2020 | ICASSP | Demystifying TasNet: A Dissecting Approach. | Jens Heitkaemper, Darius Jakobeit, Christoph Bddeker, Lukas Drude, Reinhold Haeb-Umbach |
| 2020 | ICASSP | End-to-End Training of Time Domain Audio Separation and Recognition. | Thilo von Neumann, Keisuke Kinoshita, Lukas Drude, Christoph Bddeker, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach |
| 2020 | Interspeech | Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR. | Thilo von Neumann, Christoph Bddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach |
| 2019 | ICASSP | Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation. | Lukas Drude, Daniel Hasenklever, Reinhold Haeb-Umbach |
| 2019 | ICASSP | Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR. | Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, Tomohiro Nakatani |
| 2019 | Interspeech | Unsupervised Training of Neural Mask-Based Beamforming. | Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach |
| 2018 | ICASSP | Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation. | Lukas Drude, Takuya Higuchi, Keisuke Kinoshita, Tomohiro Nakatani, Reinhold Haeb-Umbach |
| 2018 | ICASSP | Deep Attractor Networks for Speaker Re-Identification and Blind Source Separation. | Lukas Drude, Thilo von Neumann, Reinhold Haeb-Umbach |
| 2018 | ICASSP | Listening to Each Speaker One by One with Recurrent Selective Hearing Networks. | Keisuke Kinoshita, Lukas Drude, Marc Delcroix, Tomohiro Nakatani |
| 2018 | Interspeech | Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation. | Lukas Drude, Christoph Bddeker, Jahn Heymann, Reinhold Haeb-Umbach, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani |
| 2017 | ICASSP | Optimizing neural-network supported acoustic beamforming by algorithmic differentiation. | Christoph Bddeker, Patrick Hanebrink, Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach |
| 2017 | ICASSP | Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system. | Jahn Heymann, Lukas Drude, Christoph Bddeker, Patrick Hanebrink, Reinhold Haeb-Umbach |
| 2017 | Interspeech | Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings. | Lukas Drude, Reinhold Haeb-Umbach |
| 2017 | Interspeech | Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. | Janek Ebbers, Jahn Heymann, Lukas Drude, Thomas Glarner, Reinhold Haeb-Umbach, Bhiksha Raj |
| 2017 | MMSP | Multi-stage coherence drift based sampling rate synchronization for acoustic beamforming. | Joerg Schmalenstroeer, Jahn Heymann, Lukas Drude, Christoph Bddeker, Reinhold Haeb-Umbach |
| 2016 | ICASSP | Blind speech separation based on complex spherical k-mode clustering. | Lukas Drude, Christoph Bddeker, Reinhold Haeb-Umbach |
| 2016 | ICASSP | Neural network based spectral mask estimation for acoustic beamforming. | Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach |
| 2016 | Interspeech | On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement. | Lukas Drude, Bhiksha Raj, Reinhold Haeb-Umbach |
| 2015 | ASRU | BLSTM supported GEV beamformer front-end for the 3RD CHiME challenge. | Jahn Heymann, Lukas Drude, Aleksej Chinaev, Reinhold Haeb-Umbach |
| 2015 | ICASSP | Source counting in speech mixtures by nonparametric Bayesian estimation of an infinite Gaussian mixture model. | Oliver Walter, Lukas Drude, Reinhold Haeb-Umbach |
| 2014 | ICASSP | Source counting in speech mixtures using a variational EM approach for complex WATSON mixture models. | Lukas Drude, Aleksej Chinaev, Dang Hai Tran Vu, Reinhold Haeb-Umbach |