Neural network based spectral mask estimation for acoustic beamforming
Heymann, Jahn, Drude, Lukas, Haeb-Umbach, Reinhold
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
A generic neural acoustic beamforming architecture for robust multi-channel speech processing
Heymann, Jahn, Drude, Lukas, Haeb-Umbach, Reinhold
Published in Computer speech & language (01.11.2017)
Published in Computer speech & language (01.11.2017)
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Journal Article
Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system
Heymann, Jahn, Drude, Lukas, Boeddeker, Christoph, Hanebrink, Patrick, Haeb-Umbach, Reinhold
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Optimizing neural-network supported acoustic beamforming by algorithmic differentiation
Boeddeker, Christoph, Hanebrink, Patrick, Drude, Lukas, Heymann, Jahn, Haeb-Umbach, Reinhold
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Iterative Bayesian word segmentation for unsupervised vocabulary discovery from phoneme lattices
Heymann, Jahn, Walter, Oliver, Haeb-Umbach, Reinhold, Raj, Bhiksha
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Far-Field Automatic Speech Recognition
Haeb-Umbach, Reinhold, Heymann, Jahn, Drude, Lukas, Watanabe, Shinji, Delcroix, Marc, Nakatani, Tomohiro
Published in Proceedings of the IEEE (01.02.2021)
Published in Proceedings of the IEEE (01.02.2021)
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Journal Article
Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR
Heymann, Jahn, Drude, Lukas, Haeb-Umbach, Reinhold, Kinoshita, Keisuke, Nakatani, Tomohiro
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Improving CTC Using Stimulated Learning for Sequence Modeling
Heymann, Jahn, Sim, Khe Chai, Li, Bo
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Towards Accurate and Real-Time End-of-Speech Estimation
Fan, Yifeng, Vaz, Colin, He, Di, Heymann, Jahn, Trinh, Viet Anh, Zhang, Zhe, Ravichandran, Venkatesh
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
BLSTM supported GEV beamformer front-end for the 3RD CHiME challenge
Heymann, Jahn, Drude, Lukas, Chinaev, Aleksej, Haeb-Umbach, Reinhold
Published in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (01.12.2015)
Published in 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) (01.12.2015)
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Conference Proceeding
Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions
Heymann, Jahn, Haeb-Umbach, Reinhold, Golik, Pavel, Schluter, Ralf
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2015)
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Conference Proceeding
Frame-Online DNN-WPE Dereverberation
Heymann, Jahn, Drude, Lukas, Haeb-Umbach, Reinhold, Kinoshita, Keisuke, Nakatani, Tomohiro
Published in 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC) (01.09.2018)
Published in 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC) (01.09.2018)
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Conference Proceeding
Multi-stage coherence drift based sampling rate synchronization for acoustic beamforming
Schmalenstroeer, Joerg, Heymann, Jahn, Drude, Lukas, Boeddecker, Christoph, Haeb-Umbach, Reinhold
Published in 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP) (01.10.2017)
Published in 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP) (01.10.2017)
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Conference Proceeding