Jahn Heymann

36 papers A 9C 3Misc 10Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2023 A conf
Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants.
INTERSPEECH
Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen, Jahn Heymann, Denis Filimonov, Grant P. Strimel, Nathan Susanj, Athanasios Mouchtaris
2023 A conf
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition.
INTERSPEECH
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
2023 J jnl
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition.
CoRR
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
2023 Misc conf
Towards Accurate and Real-Time End-of-Speech Estimation.
ICASSP
Yifeng Fan, Colin Vaz, Di He, Jahn Heymann, Viet Anh Trinh, Zhe Zhang, Venkatesh Ravichandran
2022 Misc conf
Being Greedy Does Not Hurt: Sampling Strategies for End-To-End Speech Recognition.
ICASSP
Jahn Heymann, Egor Lakomkin, Leif Rädel
2021 J jnl
Far-Field Automatic Speech Recognition.
Proc. IEEE
Reinhold Haeb-Umbach, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, Tomohiro Nakatani
2021 A conf
Multi-Channel Opus Compression for Far-Field Automatic Speech Recognition with a Fixed Bitrate Budget.
Interspeech
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
2021 J jnl
Multi-channel Opus compression for far-field automatic speech recognition with a fixed bitrate budget.
CoRR
Lukas Drude, Jahn Heymann, Andreas Schwarz, Jean-Marc Valin
2020 A conf
Improving Speech Recognition of Compound-Rich Languages.
INTERSPEECH
Prabhat Pandey, Volker Leutnant, Simon Wiesler, Jahn Heymann, Daniel Willett
2020 — —
Robust multi-channel speech recognition with neural network supported statistical beamforming.
Jahn Heymann
2020 A conf
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition.
INTERSPEECH
Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler
2020 J jnl
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition.
CoRR
Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler
2019 Misc conf
Improving CTC Using Stimulated Learning for Sequence Modeling.
ICASSP
Jahn Heymann, Khe Chai Sim, Bo Li
2019 Misc conf
Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR.
ICASSP
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, Tomohiro Nakatani
2019 A conf
Unsupervised Training of Neural Mask-Based Beamforming.
INTERSPEECH
Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
2019 J jnl
Unsupervised training of neural mask-based beamforming.
CoRR
Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
2018 A conf
ESPnet: End-to-End Speech Processing Toolkit.
INTERSPEECH
Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
2018 J jnl
ESPnet: End-to-End Speech Processing Toolkit.
CoRR
Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
2018 — conf
Frame-Online DNN-WPE Dereverberation.
IWAENC
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach, Keisuke Kinoshita, Tomohiro Nakatani
2018 A conf
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation.
INTERSPEECH
Lukas Drude, Christoph Böddeker, Jahn Heymann, Reinhold Haeb-Umbach, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani
2018 — conf
NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing.
ITG Symposium on Speech Communication
Lukas Drude, Jahn Heymann, Christoph Böddeker, Reinhold Haeb-Umbach
2018 Misc conf
Performance of Mask Based Statistical Beamforming in a Smart Home Scenario.
ICASSP
Jahn Heymann, Michiel Bacchiani, Tara N. Sainath
2018 — conf
Smoothing along Frequency in Online Neural Network Supported Acoustic Beamforming.
ITG Symposium on Speech Communication
Jens Heitkaemper, Jahn Heymann, Reinhold Haeb-Umbach
2017 J jnl
A generic neural acoustic beamforming architecture for robust multi-channel speech processing.
Comput. Speech Lang.
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
2017 Misc conf
Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system.
ICASSP
Jahn Heymann, Lukas Drude, Christoph Böddeker, Patrick Hanebrink, Reinhold Haeb-Umbach
2017 A conf
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery.
INTERSPEECH
Janek Ebbers, Jahn Heymann, Lukas Drude, Thomas Glarner, Reinhold Haeb-Umbach, Bhiksha Raj
2017 C conf
Multi-stage coherence drift based sampling rate synchronization for acoustic beamforming.
MMSP
Joerg Schmalenstroeer, Jahn Heymann, Lukas Drude, Christoph Böddeker, Reinhold Haeb-Umbach
2017 J jnl
On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming.
CoRR
Christoph Böddeker, Patrick Hanebrink, Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
2017 Misc conf
Optimizing neural-network supported acoustic beamforming by algorithmic differentiation.
ICASSP
Christoph Böddeker, Patrick Hanebrink, Lukas Drude, Jahn Heymann, Reinhold Haeb-Umbach
2016 Misc conf
Neural network based spectral mask estimation for acoustic beamforming.
ICASSP
Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
2016 — conf
Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs.
ITG Symposium on Speech Communication
Aleksej Chinaev, Jahn Heymann, Lukas Drude, Reinhold Haeb-Umbach
2016 — conf
Robust Online Multi-Channel Speech Recognition.
ITG Symposium on Speech Communication
Markus Kitza, Albert Zeyer, Ralf Schlüter, Jahn Heymann, Reinhold Haeb-Umbach
2015 C conf
BLSTM supported GEV beamformer front-end for the 3RD CHiME challenge.
ASRU
Jahn Heymann, Lukas Drude, Aleksej Chinaev, Reinhold Haeb-Umbach
2015 Misc conf
Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions.
ICASSP
Jahn Heymann, Reinhold Haeb-Umbach, Pavel Golik, Ralf Schlüter
2014 Misc conf
Iterative Bayesian word segmentation for unsupervised vocabulary discovery from phoneme lattices.
ICASSP
Jahn Heymann, Oliver Walter, Reinhold Haeb-Umbach, Bhiksha Raj
2013 C conf
Unsupervised word segmentation from noisy input.
ASRU
Jahn Heymann, Oliver Walter, Reinhold Haeb-Umbach, Bhiksha Raj