Lukas Drude

Applied Scientist, Amazon

Joined

June 2022

Names

Lukas Drude (Preferred)

Emails

****@lukas-drude.de (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Applied Scientist

Amazon (amazon.com)

2020 – Present

PhD student

Universität Paderborn (uni-paderborn.de)

2014 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

Farfield automatic speech recognition

2014 – Present

Blind source separation

2014 – 2020

Speech enhancement

2014 – 2020

Publications

Contextual-Utterance Training for Automatic Speech Recognition
Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler
- 2022 (modified: 30 Jan 2023)
- CoRR 2022
- Readers: Everyone
Far-Field Automatic Speech Recognition
Reinhold Haeb-Umbach, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, Tomohiro Nakatani
- 2021 (modified: 06 Jul 2022)
- Proc. IEEE 2021
- Readers: Everyone
Multi-channel Opus compression for far-field automatic speech recognition with a fixed bitrate budget
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
- 2021 (modified: 30 Jan 2023)
- CoRR 2021
- Readers: Everyone
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
- 2021 (modified: 30 Jan 2023)
- Interspeech 2021
- Readers: Everyone
Multi-talker ASR for an unknown number of sources: Joint training of source counting, separation and ASR
Thilo von Neumann, Christoph Böddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
- 2020 (modified: 06 Jul 2022)
- CoRR 2020
- Readers: Everyone
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR
Thilo von Neumann, Christoph Böddeker, Lukas Drude, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
- 2020 (modified: 06 Jul 2022)
- INTERSPEECH 2020
- Readers: Everyone
End-to-End Training of Time Domain Audio Separation and Recognition
Thilo von Neumann, Keisuke Kinoshita, Lukas Drude, Christoph Böddeker, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
- 2020 (modified: 06 Jul 2022)
- ICASSP 2020
- Readers: Everyone
Integration of neural networks and probabilistic spatial models for acoustic blind source separation
Lukas Drude
- 2020 (modified: 30 Jan 2023)
- undefined 2020
- Readers: Everyone
Demystifying TasNet: A Dissecting Approach
Jens Heitkaemper, Darius Jakobeit, Christoph Böddeker, Lukas Drude, Reinhold Haeb-Umbach
- 2020 (modified: 30 Jan 2023)
- ICASSP 2020
- Readers: Everyone
End-to-end training of time domain audio separation and recognition
Thilo von Neumann, Keisuke Kinoshita, Lukas Drude, Christoph Böddeker, Marc Delcroix, Tomohiro Nakatani, Reinhold Haeb-Umbach
- 2019 (modified: 06 Jul 2022)
- CoRR 2019
- Readers: Everyone

View all 44 publications

Co-Authors

View all 36 co-authors