Hagen Soltau

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 32

Top Venues

CoRR

ICASSP

INTERSPEECH

ASRU

Karlsruhe Institute of Technology, Germany (PHD)

Education History

Karlsruhe Institute of Technology, Germany

PHD

Publications

Ying Ma, Owen Burns, Mingqiu Wang, Gang Li, Nan Du, Laurent El Shafey, Liqiang Wang, Izhak Shafran, Hagen Soltau
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning. CoRR (2024)
Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey
Retrieval Augmented End-to-End Spoken Dialog Models. CoRR (2024)
Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey
Retrieval Augmented End-to-End Spoken Dialog Models. ICASSP (2024)
Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda
Speech Aware Dialog System Technology Challenge (DSTC11). INTERSPEECH (2023)
Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu
AnyTOD: A Programmable Task-Oriented Dialog System. EMNLP (2023)
Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Yongqiang Wang, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Zhong Meng, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu
SLM: Bridge the thin gap between speech and text foundation models. CoRR (2023)
Hagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela A. Wiepert, David T. Jones, Hugo Botha
Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model. CoRR (2023)
Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu
Efficient Adapters for Giant Speech Models. CoRR (2023)
Mingqiu Wang, Wei Han, Izhak Shafran, Zelin Wu, Chung-Cheng Chiu, Yuan Cao, Nanxin Chen, Yu Zhang, Hagen Soltau, Paul K. Rubenstein, Lukas Zilka, Dian Yu, Golan Pundak, Nikhil Siddhartha, Johan Schalkwyk, Yonghui Wu
SLM: Bridge the Thin Gap Between Speech and Text Foundation Models. ASRU (2023)
Yu Zhang, Wei Han, James Qin, Yongqiang Wang, Ankur Bapna, Zhehuai Chen, Nanxin Chen, Bo Li, Vera Axelrod, Gary Wang, Zhong Meng, Ke Hu, Andrew Rosenberg, Rohit Prabhavalkar, Daniel S. Park, Parisa Haghani, Jason Riesa, Ginger Perng, Hagen Soltau, Trevor Strohman, Bhuvana Ramabhadran, Tara N. Sainath, Pedro J. Moreno, Chung-Cheng Chiu, Johan Schalkwyk, Françoise Beaufays, Yonghui Wu
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages. CoRR (2023)
Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding. CoRR (2023)
Hagen Soltau, Izhak Shafran, Alex Ottenwess, Joseph R. Duffy, Rene L. Utianski, Leland R. Barnard, John L. Stricker, Daniela A. Wiepert, David T. Jones, Hugo Botha
Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model. ASRU (2023)
Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau
Knowledge-grounded Dialog State Tracking. EMNLP (Findings) (2022)
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau
Unsupervised Slot Schema Induction for Task-oriented Dialog. NAACL-HLT (2022)
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau
Knowledge-grounded Dialog State Tracking. CoRR (2022)
Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences. CoRR (2022)
Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu
AnyTOD: A Programmable Task-Oriented Dialog System. CoRR (2022)
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau
Unsupervised Slot Schema Induction for Task-oriented Dialog. CoRR (2022)
Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda
Speech Aware Dialog System Technology Challenge (DSTC11). CoRR (2022)
Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. INTERSPEECH (2022)
Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran
Word-Level Confidence Estimation for RNN Transducers. ASRU (2021)
Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. CoRR (2021)
Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran
Word-level confidence estimation for RNN transducers. CoRR (2021)
Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. Interspeech (2021)
Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul
The Medical Scribe: Corpus Development and Model Performance Analyses. CoRR (2020)
Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul
The Medical Scribe: Corpus Development and Model Performance Analyses. LREC (2020)
Laurent El Shafey, Hagen Soltau, Izhak Shafran
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. INTERSPEECH (2019)
Anshuman Tripathi, Han Lu, Hasim Sak, Hagen Soltau
Monotonic Recurrent Neural Network Transducer and Decoding Strategies. ASRU (2019)
Laurent El Shafey, Hagen Soltau, Izhak Shafran
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. CoRR (2019)
Hagen Soltau, Hank Liao, Hasim Sak
Reducing the computational complexity for whole word models. ASRU (2017)
Hagen Soltau, Hank Liao, Hasim Sak
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition. INTERSPEECH (2017)
Hagen Soltau, Hank Liao, Hasim Sak
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition. CoRR (2016)
Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran
Deep Convolutional Neural Networks for Large-scale Speech Tasks. Neural Networks 64 (2015)
Samuel Thomas, Sriram Ganapathy, George Saon, Hagen Soltau
Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions. ICASSP (2014)
Lidia Mangu, Brian Kingsbury, Hagen Soltau, Hong-Kwang Kuo, Michael Picheny
Efficient spoken term detection using confusion networks. ICASSP (2014)
George Saon, Hagen Soltau, Ahmad Emami, Michael Picheny
Unfolded recurrent neural networks for speech recognition. INTERSPEECH (2014)
Hagen Soltau, George Saon, Tara N. Sainath
Joint training of convolutional and non-convolutional neural networks. ICASSP (2014)
George Saon, Hagen Soltau
A comparison of two optimization techniques for sequence discriminative training of deep neural networks. ICASSP (2014)
David Nolden, Hagen Soltau, Daniel Povey, Pegah Ghahremani, Lidia Mangu, Hermann Ney
Removing redundancy from lattices. INTERSPEECH (2014)
Hong-Kwang Kuo, Ellen Eide Kislal, Lidia Mangu, Hagen Soltau, Tomás Beran
Out-of-vocabulary word detection in a speech-to-speech translation system. ICASSP (2014)
David Nolden, Hagen Soltau, Hermann Ney
Progress in dynamic network decoding. ICASSP (2014)
Lidia Mangu, Hagen Soltau, Hong-Kwang Kuo, George Saon
The IBM keyword search system for the DARPA RATS program. ASRU (2013)
Hagen Soltau, Hong-Kwang Kuo, Lidia Mangu, George Saon, Tomás Beran
Neural network acoustic models for the DARPA RATS program. INTERSPEECH (2013)
George Saon, Hagen Soltau, David Nahamoo, Michael Picheny
Speaker adaptation of neural network acoustic models using i-vectors. ASRU (2013)
George Saon, Samuel Thomas, Hagen Soltau, Sriram Ganapathy, Brian Kingsbury
The IBM speech activity detection system for the DARPA RATS program. INTERSPEECH (2013)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
Improvements to deep convolutional neural networks for LVCSR. CoRR (2013)
Amr El-Desoky Mousa, Hong-Kwang Jeff Kuo, Lidia Mangu, Hagen Soltau
Morpheme-based feature-rich language models using Deep Neural Networks for LVCSR of Egyptian Arabic. ICASSP (2013)
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran
Improvements to Deep Convolutional Neural Networks for LVCSR. ASRU (2013)
Lidia Mangu, Hagen Soltau, Hong-Kwang Kuo, Brian Kingsbury, George Saon
Exploiting diversity for spoken term detection. ICASSP (2013)
Tara N. Sainath, Brian Kingsbury, Hagen Soltau, Bhuvana Ramabhadran
Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks. IEEE Trans. Speech Audio Process. 21 (11) (2013)
Brian Kingsbury, Tara N. Sainath, Hagen Soltau
Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization. INTERSPEECH (2012)
George Saon, Hagen Soltau
Boosting systems for large vocabulary continuous speech recognition. Speech Commun. 54 (2) (2012)
Hagen Soltau, Lidia Mangu, Fadi Biadsy
From Modern Standard Arabic to Levantine ASR: Leveraging GALE for dialects. ASRU (2011)
Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin
The IBM 2009 GALE Arabic speech transcription system. ICASSP (2011)
Lidia Mangu, Hong-Kwang Kuo, Stephen M. Chu, Brian Kingsbury, George Saon, Hagen Soltau, Fadi Biadsy
The IBM 2011 GALE Arabic speech transcription system. ASRU (2011)
Fadi Biadsy, Hagen Soltau, Lidia Mangu, Jirí Navrátil, Julia Hirschberg
Discriminative Phonotactics for Dialect Recognition Using Context-Dependent Phone Classifiers. Odyssey (2010)
Hagen Soltau, George Saon, Brian Kingsbury
The IBM Attila speech recognition toolkit. SLT (2010)
George Saon, Hagen Soltau, Upendra V. Chaudhari, Stephen M. Chu, Brian Kingsbury, Hong-Kwang Kuo, Lidia Mangu, Daniel Povey
The IBM 2008 GALE Arabic speech transcription system. ICASSP (2010)
Ahmad Emami, Stanley F. Chen, Abraham Ittycheriah, Hagen Soltau, Bing Zhao
Decoding with shrinkage-based language models. INTERSPEECH (2010)
George Saon, Hagen Soltau
Boosting systems for LVCSR. INTERSPEECH (2010)
Chengyuan Ma, Hong-Kwang Jeff Kuo, Hagen Soltau, Xiaodong Cui, Upendra V. Chaudhari, Lidia Mangu, Chin-Hui Lee
A comparative study on system combination schemes for LVCSR. ICASSP (2010)
George Saon, Daniel Povey, Hagen Soltau
Large margin semi-tied covariance transforms for discriminative training. ICASSP (2009)
Hagen Soltau, George Saon
Dynamic network decoding revisited. ASRU (2009)
Hagen Soltau, George Saon, Brian Kingsbury, Hong-Kwang Jeff Kuo, Lidia Mangu, Daniel Povey, Ahmad Emami
Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program. IEEE Trans. Speech Audio Process. 17 (5) (2009)
Daniel Povey, Hong-Kwang Jeff Kuo, Hagen Soltau
Fast speaker adaptive training for speech recognition. INTERSPEECH (2008)
Hagen Soltau, George Saon, Brian Kingsbury, Hong-Kwang Jeff Kuo, Lidia Mangu, Daniel Povey, Geoffrey Zweig
The IBM 2006 Gale Arabic ASR System. ICASSP (4) (2007)
Stanley F. Chen, Brian Kingsbury, Lidia Mangu, Daniel Povey, George Saon, Hagen Soltau, Geoffrey Zweig
Advances in speech transcription at IBM under the DARPA EARS program. IEEE Trans. Speech Audio Process. 14 (5) (2006)
Daniel Povey, Brian Kingsbury, Lidia Mangu, George Saon, Hagen Soltau, Geoffrey Zweig
fMPE: Discriminatively Trained Features for Speech Recognition. ICASSP (1) (2005)
Hagen Soltau, Brian Kingsbury, Lidia Mangu, Daniel Povey, George Saon, Geoffrey Zweig
The IBM 2004 Conversational Telephony System for Rich Transcription. ICASSP (1) (2005)
Hagen Soltau, Hua Yu, Florian Metze, Christian Fügen, Qin Jin, Szu-Chen Stan Jou
The 2003 ISL rich transcription system for conversational telephony speech. ICASSP (1) (2004)
Hagen Soltau, Florian Metze, Alex Waibel
Compensating for hyperarticulation by modeling articulatory properties. INTERSPEECH (2002)
Hagen Soltau, Florian Metze, Christian Fügen, Alex Waibel
Efficient language model lookahead through polymorphic linguistic context assignment. ICASSP (2002)
Florian Metze, John W. McDonough, Hagen Soltau
Speech recognition over netmeeting connections. INTERSPEECH (2001)
John W. McDonough, Florian Metze, Hagen Soltau, Alex Waibel
Speaker compensation with sine-log all-pass transforms. ICASSP (2001)
Hagen Soltau, Thomas Schaaf, Florian Metze, Alex Waibel
The ISL evaluation system for Verbmobil-II. ICASSP (2001)
Alex Waibel, Hua Yu, Tanja Schultz, Yue Pan, Michael Bett, Martin Westphal, Hagen Soltau, Thomas Schaaf, Florian Metze
Advances in meeting recognition. HLT (2001)
Alex Waibel, Michael Bett, Florian Metze, Klaus Ries, Thomas Schaaf, Tanja Schultz, Hagen Soltau, Hua Yu, Klaus Zechner
Advances in automatic meeting record creation and access. ICASSP (2001)
Hagen Soltau, Alex Waibel
Specialized acoustic models for hyperarticulated speech. ICASSP (2000)
Hagen Soltau, Alex Waibel
Phone dependent modeling of hyperarticulated effects#. INTERSPEECH (2000)
Florian Metze, Thomas Kemp, Thomas Schaaf, Tanja Schultz, Hagen Soltau
Confidence measure based language identification. ICASSP (2000)
Hagen Soltau, Tanja Schultz, Martin Westphal, Alex Waibel
Recognition of music types. ICASSP (1998)
Hagen Soltau, Alex Waibel
On the influence of hyperarticulated speech on recognition performance. ICSLP (1998)
Tanja Schultz, Hagen Soltau
Automatische Identifizierung spontan gesprochener Sprachen mit neuronalen Netzen. KONVENS (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hagen Soltau