Björn Hoffmeister

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 40

Top Venues

CoRR

INTERSPEECH

ICASSP

SLT

RWTH Aachen University (PHD)

Education History

RWTH Aachen University

PHD

Publications

David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister
Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition. CoRR (2024)
David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
Domain Adaptation with External Off-Policy Acoustic Catalogs for Scalable Contextual End-to-End Automated Speech Recognition. ICASSP (2023)
David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister
Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition. CoRR (2023)
David M. Chan, Shalini Ghosh, Debmalya Chakrabarty, Björn Hoffmeister
Multi-Modal Pre-Training for Automated Speech Recognition. ICASSP (2022)
Greyson Gerhard-Young, Raviteja Anantha, Srinivas Chappidi, Björn Hoffmeister
Low-Resource Adaptation of Open-Domain Generative Chatbots. DialDoc@ACL (2022)
Greyson Gerhard-Young, Raviteja Anantha, Srinivas Chappidi, Björn Hoffmeister
Low-Resource Adaptation of Open-Domain Generative Chatbots. CoRR (2021)
David M. Chan, Shalini Ghosh, Debmalya Chakrabarty, Björn Hoffmeister
Multi-Modal Pre-Training for Automated Speech Recognition. CoRR (2021)
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas
DiPCo - Dinner Party Corpus. INTERSPEECH (2020)
Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Strom, Björn Hoffmeister
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. CoRR (2019)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. ICASSP (2019)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. CoRR (2019)
Prakhar Swarup, Roland Maas, Sri Garimella, Sri Harish Mallidi, Björn Hoffmeister
Improving ASR Confidence Scores for Alexa Using Acoustic and Hypothesis Embeddings. INTERSPEECH (2019)
Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Björn Hoffmeister
Neural Text Normalization with Subword Units. NAACL-HLT (2) (2019)
Maarten Van Segbroeck, Ahmed Zaid, Ksenia Kutsenko, Cirenia Huerta, Tinh Nguyen, Xuewen Luo, Björn Hoffmeister, Jan Trmal, Maurizio Omologo, Roland Maas
DiPCo - Dinner Party Corpus. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning. CoRR (2019)
Ladislav Mosner, Minhua Wu, Anirudh Raju, Sree Hari Krishnan Parthasarathi, Ken'ichi Kumatani, Shiva Sundaram, Roland Maas, Björn Hoffmeister
Improving Noise Robustness of Automatic Speech Recognition via Parallel Data and Teacher-student Learning. ICASSP (2019)
Minhua Wu, Ken'ichi Kumatani, Shiva Sundaram, Nikko Ström, Björn Hoffmeister
Frequency Domain Multi-channel Acoustic Modeling for Distant Speech Recognition. ICASSP (2019)
Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Ström, Björn Hoffmeister
Multi-geometry Spatial Acoustic Modeling for Distant Speech Recognition. ICASSP (2019)
Reinhold Haeb-Umbach, Shinji Watanabe, Tomohiro Nakatani, Michiel Bacchiani, Björn Hoffmeister, Michael L. Seltzer, Heiga Zen, Mehrez Souden
Speech Processing for Digital Home Assistants: Combining signal processing with deep-learning techniques. IEEE Signal Process. Mag. 36 (6) (2019)
Ken'ichi Kumatani, Minhua Wu, Shiva Sundaram, Nikko Strom, Björn Hoffmeister
Multi-Geometry Spatial Acoustic Modeling for Distant Speech Recognition. CoRR (2019)
Che-Wei Huang, Roland Maas, Sri Harish Mallidi, Björn Hoffmeister
A Study for Improving Device-Directed Speech Detection Toward Frictionless Human-Machine Interaction. INTERSPEECH (2019)
Minhua Wu, Sankaran Panchapagesan, Ming Sun, Jiacheng Gu, Ryan Thomas, Shiv Naga Prasad Vitaladevuni, Björn Hoffmeister, Arindam Mandal
Monophone-Based Background Modeling for Two-Stage On-Device Wake Word Detection. ICASSP (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-Based Whisper Detection. SLT (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. INTERSPEECH (2018)
Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
Scalable language model adaptation for spoken dialogue systems. CoRR (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. CoRR (2018)
Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister
LSTM-based Whisper Detection. CoRR (2018)
Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister
Scalable Language Model Adaptation for Spoken Dialogue Systems. SLT (2018)
Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems. ICASSP (2018)
Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister
Domain-Specific Utterance End-Point Detection for Speech Recognition. INTERSPEECH (2017)
Brian King, I-Fan Chen, Yonatan Vaizman, Yuzong Liu, Roland Maas, Sree Hari Krishnan Parthasarathi, Björn Hoffmeister
Robust Speech Recognition via Anchor Word Representations. INTERSPEECH (2017)
Anjishnu Kumar, Pavankumar Reddy Muddireddy, Markus Dreyer, Björn Hoffmeister
Zero-Shot Learning Across Heterogeneous Overlapping Domains. INTERSPEECH (2017)
Anjishnu Kumar, Arpit Gupta, Julian Chan, Sam Tucker, Björn Hoffmeister, Markus Dreyer
Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. CoRR (2017)
Sankaran Panchapagesan, Ming Sun, Aparna Khare, Spyros Matsoukas, Arindam Mandal, Björn Hoffmeister, Shiv Vitaladevuni
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting. INTERSPEECH (2016)
Roland Maas, Sree Hari Krishnan Parthasarathi, Brian King, Ruitong Huang, Björn Hoffmeister
Anchored Speech Detection. INTERSPEECH (2016)
Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister
LatticeRnn: Recurrent Neural Networks Over Lattices. INTERSPEECH (2016)
Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi
Robust i-vector based adaptation of DNN acoustic model for speech recognition. INTERSPEECH (2015)
Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella
fMLLR based feature-space speaker adaptation of DNN acoustic models. INTERSPEECH (2015)
Baiyang Liu, Björn Hoffmeister, Ariya Rastrow
Accurate endpointing with expected pause duration. INTERSPEECH (2015)
Ming Sun, Varun K. Nagaraja, Björn Hoffmeister, Shiv Vitaladevuni
Model Shrinking for Embedded Keyword Spotting. ICMLA (2015)
Björn Hoffmeister, Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney
WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Björn Hoffmeister, Ralf Schlüter, Hermann Ney
Bayes risk approximations using time overlap with an application to system combination. INTERSPEECH (2009)
David Rybach, Christian Gollan, Georg Heigold, Björn Hoffmeister, Jonas Lööf, Ralf Schlüter, Hermann Ney
The RWTH aachen university open source speech recognition system. INTERSPEECH (2009)
Christian Plahl, Björn Hoffmeister, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
Development of the GALE 2008 Mandarin LVCSR system. INTERSPEECH (2009)
Björn Hoffmeister, Ruoying Liang, Ralf Schlüter, Hermann Ney
Log-linear model combination with word-dependent scaling factors. INTERSPEECH (2009)
Björn Hoffmeister, Ralf Schlüter, Hermann Ney
iCNC and iROVER: the limits of improving system combination with classification? INTERSPEECH (2008)
Evgeny Matusov, Björn Hoffmeister, Hermann Ney
Spoken language translation systems ************ ASR word lattice translation with exhaustive reordering is possible. INTERSPEECH (2008)
Christian Plahl, Björn Hoffmeister, M.-Y. Hwang, D. Lu, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
Recent improvements of the RWTH GALE Mandarin LVCSR system. INTERSPEECH (2008)
Björn Hoffmeister, Christian Plahl, Peter Fritz, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney
Development of the 2007 RWTH Mandarin LVCSR system. ASRU (2007)
Jonas Lööf, Christian Gollan, Stefan Hahn, Georg Heigold, Björn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlüter, Hermann Ney
The RWTH 2007 TC-STAR evaluation system for european English and Spanish. INTERSPEECH (2007)
Björn Hoffmeister, Dustin Hillard, Stefan Hahn, Ralf Schlüter, Mari Ostendorf, Hermann Ney
Cross-Site and Intra-Site ASR System Combination: Comparisons on Lattice and 1-Best Methods. ICASSP (4) (2007)
Dustin Hillard, Björn Hoffmeister, Mari Ostendorf, Ralf Schlüter, Hermann Ney
iROVER: Improving System Combination with Classification. HLT-NAACL (Short Papers) (2007)
Björn Hoffmeister, Tobias Klein, Ralf Schlüter, Hermann Ney
Frame based system combination and a comparison with weighted ROVER and CNC. INTERSPEECH (2006)
Jonas Lööf, Maximilian Bisani, Christian Gollan, Georg Heigold, Björn Hoffmeister, Christian Plahl, Ralf Schlüter, Hermann Ney
The 2006 RWTH parliamentary speeches transcription system. INTERSPEECH (2006)
Björn Hoffmeister, Thomas Zeugmann
Text Mining Using Markov Chains of Variable Length. Federation over the Web (2005)

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Publication Activity (10 Years)

Top Topics

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Björn Hoffmeister