Hagen Soltau

According to our database, Hagen Soltau authored at least 74 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Learning Visual Composition through Improved Semantic Guidance.

Austin Stone, Hagen Soltau, Robert Geirhos, Xi Yi, Ye Xia, Bingyi Cao, Kaifeng Chen, Abhijit Ogale, Jonathon Shlens

CoRR, 2024

Knowledge Graph Reasoning with Self-supervised Reinforcement Learning.

Ying Ma, Owen Burns, Mingqiu Wang, Gang Li, Nan Du, Laurent El Shafey, Liqiang Wang, Izhak Shafran, Hagen Soltau

CoRR, 2024

Retrieval Augmented End-to-End Spoken Dialog Models.

Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

SLM: Bridge the thin gap between speech and text foundation models.

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

CoRR, 2023

Efficient Adapters for Giant Speech Models.

Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu

CoRR, 2023

Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding.

Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey

CoRR, 2023

Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

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

CoRR, 2023

Speech Aware Dialog System Technology Challenge (DSTC11).

Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

AnyTOD: A Programmable Task-Oriented Dialog System.

Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SLM: Bridge the Thin Gap Between Speech and Text Foundation Models.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences.

Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey

CoRR, 2022

Unsupervised Slot Schema Induction for Task-oriented Dialog.

Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations.

Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Knowledge-grounded Dialog State Tracking.

Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction.

Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Word-Level Confidence Estimation for RNN Transducers.

Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

The Medical Scribe: Corpus Development and Model Performance Analyses.

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

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Joint Speech Recognition and Speaker Diarization via Sequence Transduction.

Laurent El Shafey, Hagen Soltau, Izhak Shafran

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Monotonic Recurrent Neural Network Transducer and Decoding Strategies.

Anshuman Tripathi, Han Lu, Hasim Sak, Hagen Soltau

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2017

Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition.

Hagen Soltau, Hank Liao, Hasim Sak

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Reducing the computational complexity for whole word models.

Hagen Soltau, Hank Liao, Hasim Sak

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2015

Deep Convolutional Neural Networks for Large-scale Speech Tasks.

Tara N. Sainath, Brian Kingsbury, George Saon, Hagen Soltau, Abdel-rahman Mohamed, George E. Dahl, Bhuvana Ramabhadran

Neural Networks, 2015

2014

Automatic Speech Recognition.

Hagen Soltau, George Saon, Lidia Mangu, Hong-Kwang Kuo, Brian Kingsbury, Stephen M. Chu, Fadi Biadsy

Proceedings of the Natural Language Processing of Semitic Languages, 2014

Unfolded recurrent neural networks for speech recognition.

George Saon, Hagen Soltau, Ahmad Emami, Michael Picheny

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Removing redundancy from lattices.

David Nolden, Hagen Soltau, Daniel Povey, Pegah Ghahremani, Lidia Mangu, Hermann Ney

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions.

Samuel Thomas, Sriram Ganapathy, George Saon, Hagen Soltau

Proceedings of the IEEE International Conference on Acoustics, 2014

Joint training of convolutional and non-convolutional neural networks.

Hagen Soltau, George Saon, Tara N. Sainath

Proceedings of the IEEE International Conference on Acoustics, 2014

A comparison of two optimization techniques for sequence discriminative training of deep neural networks.

George Saon, Hagen Soltau

Proceedings of the IEEE International Conference on Acoustics, 2014

Progress in dynamic network decoding.

David Nolden, Hagen Soltau, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2014

Efficient spoken term detection using confusion networks.

Lidia Mangu, Brian Kingsbury, Hagen Soltau, Hong-Kwang Kuo, Michael Picheny

Proceedings of the IEEE International Conference on Acoustics, 2014

Out-of-vocabulary word detection in a speech-to-speech translation system.

Hong-Kwang Kuo, Ellen Eide Kislal, Lidia Mangu, Hagen Soltau, Tomás Beran

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks.

Tara N. Sainath, Brian Kingsbury, Hagen Soltau, Bhuvana Ramabhadran

IEEE Trans. Speech Audio Process., 2013

Neural network acoustic models for the DARPA RATS program.

Hagen Soltau, Hong-Kwang Kuo, Lidia Mangu, George Saon, Tomás Beran

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

The IBM speech activity detection system for the DARPA RATS program.

George Saon, Samuel Thomas, Hagen Soltau, Sriram Ganapathy, Brian Kingsbury

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Morpheme-based feature-rich language models using Deep Neural Networks for LVCSR of Egyptian Arabic.

Amr El-Desoky Mousa, Hong-Kwang Jeff Kuo, Lidia Mangu, Hagen Soltau

Proceedings of the IEEE International Conference on Acoustics, 2013

Exploiting diversity for spoken term detection.

Lidia Mangu, Hagen Soltau, Hong-Kwang Kuo, Brian Kingsbury, George Saon

Proceedings of the IEEE International Conference on Acoustics, 2013

Speaker adaptation of neural network acoustic models using i-vectors.

George Saon, Hagen Soltau, David Nahamoo, Michael Picheny

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

Improvements to Deep Convolutional Neural Networks for LVCSR.

Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed, George E. Dahl, George Saon, Hagen Soltau, Tomás Beran, Aleksandr Y. Aravkin, Bhuvana Ramabhadran

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

The IBM keyword search system for the DARPA RATS program.

Lidia Mangu, Hagen Soltau, Hong-Kwang Kuo, George Saon

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Boosting systems for large vocabulary continuous speech recognition.

George Saon, Hagen Soltau

Speech Commun., 2012

Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization.

Brian Kingsbury, Tara N. Sainath, Hagen Soltau

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

The IBM 2009 GALE Arabic speech transcription system.

Brian Kingsbury, Hagen Soltau, George Saon, Stephen M. Chu, Hong-Kwang Kuo, Lidia Mangu, Suman V. Ravuri, Nelson Morgan, Adam Janin

Proceedings of the IEEE International Conference on Acoustics, 2011

From Modern Standard Arabic to Levantine ASR: Leveraging GALE for dialects.

Hagen Soltau, Lidia Mangu, Fadi Biadsy

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

The IBM 2011 GALE Arabic speech transcription system.

Lidia Mangu, Hong-Kwang Kuo, Stephen M. Chu, Brian Kingsbury, George Saon, Hagen Soltau, Fadi Biadsy

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

The IBM Attila speech recognition toolkit.

Hagen Soltau, George Saon, Brian Kingsbury

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Discriminative Phonotactics for Dialect Recognition Using Context-Dependent Phone Classifiers.

Fadi Biadsy, Hagen Soltau, Lidia Mangu, Jirí Navrátil, Julia Hirschberg

Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Boosting systems for LVCSR.

George Saon, Hagen Soltau

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Decoding with shrinkage-based language models.

Ahmad Emami, Stanley F. Chen, Abraham Ittycheriah, Hagen Soltau, Bing Zhao

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

The IBM 2008 GALE Arabic speech transcription system.

George Saon, Hagen Soltau, Upendra V. Chaudhari, Stephen M. Chu, Brian Kingsbury, Hong-Kwang Kuo, Lidia Mangu, Daniel Povey

Proceedings of the IEEE International Conference on Acoustics, 2010

A comparative study on system combination schemes for LVCSR.

Chengyuan Ma, Hong-Kwang Jeff Kuo, Hagen Soltau, Xiaodong Cui, Upendra V. Chaudhari, Lidia Mangu, Chin-Hui Lee

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Advances in Arabic Speech Transcription at IBM Under the DARPA GALE Program.

Hagen Soltau, George Saon, Brian Kingsbury, Hong-Kwang Jeff Kuo, Lidia Mangu, Daniel Povey, Ahmad Emami

IEEE Trans. Speech Audio Process., 2009

Large margin semi-tied covariance transforms for discriminative training.

George Saon, Daniel Povey, Hagen Soltau

Proceedings of the IEEE International Conference on Acoustics, 2009

Dynamic network decoding revisited.

Hagen Soltau, George Saon

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Fast speaker adaptive training for speech recognition.

Daniel Povey, Hong-Kwang Jeff Kuo, Hagen Soltau

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007

The IBM 2006 Gale Arabic ASR System.

Hagen Soltau, George Saon, Brian Kingsbury, Hong-Kwang Jeff Kuo, Lidia Mangu, Daniel Povey, Geoffrey Zweig

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Advances in speech transcription at IBM under the DARPA EARS program.

Stanley F. Chen, Brian Kingsbury, Lidia Mangu, Daniel Povey, George Saon, Hagen Soltau, Geoffrey Zweig

IEEE Trans. Speech Audio Process., 2006

2005

Compensating hyperarticulation for automatic speech recognition.

Hagen Soltau

PhD thesis, 2005

The IBM 2004 Conversational Telephony System for Rich Transcription.

Hagen Soltau, Brian Kingsbury, Lidia Mangu, Daniel Povey, George Saon, Geoffrey Zweig

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

fMPE: Discriminatively Trained Features for Speech Recognition.

Daniel Povey, Brian Kingsbury, Lidia Mangu, George Saon, Hagen Soltau, Geoffrey Zweig

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

The 2003 ISL rich transcription system for conversational telephony speech.

Hagen Soltau, Hua Yu, Florian Metze, Christian Fügen, Qin Jin, Szu-Chen Stan Jou

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2002

Compensating for hyperarticulation by modeling articulatory properties.

Hagen Soltau, Florian Metze, Alex Waibel

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Efficient language model lookahead through polymorphic linguistic context assignment.

Hagen Soltau, Florian Metze, Christian Fügen, Alex Waibel

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Advances in meeting recognition.

Alex Waibel, Hua Yu, Tanja Schultz, Yue Pan, Michael Bett, Martin Westphal, Hagen Soltau, Thomas Schaaf, Florian Metze

Proceedings of the First International Conference on Human Language Technology Research, 2001

Speech recognition over netmeeting connections.

Florian Metze, John W. McDonough, Hagen Soltau

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Advances in automatic meeting record creation and access.

Alex Waibel, Michael Bett, Florian Metze, Klaus Ries, Thomas Schaaf, Tanja Schultz, Hagen Soltau, Hua Yu, Klaus Zechner

Proceedings of the IEEE International Conference on Acoustics, 2001

The ISL evaluation system for Verbmobil-II.

Hagen Soltau, Thomas Schaaf, Florian Metze, Alex Waibel

Proceedings of the IEEE International Conference on Acoustics, 2001

Speaker compensation with sine-log all-pass transforms.

John W. McDonough, Florian Metze, Hagen Soltau, Alex Waibel

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Phone dependent modeling of hyperarticulated effects#.

Hagen Soltau, Alex Waibel

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Specialized acoustic models for hyperarticulated speech.

Hagen Soltau, Alex Waibel

Proceedings of the IEEE International Conference on Acoustics, 2000

Confidence measure based language identification.

Florian Metze, Thomas Kemp, Thomas Schaaf, Tanja Schultz, Hagen Soltau

Proceedings of the IEEE International Conference on Acoustics, 2000

1998

On the influence of hyperarticulated speech on recognition performance.

Hagen Soltau, Alex Waibel

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Recognition of music types.

Hagen Soltau, Tanja Schultz, Martin Westphal, Alex Waibel

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996

Automatische Identifizierung spontan gesprochener Sprachen mit neuronalen Netzen.

Tanja Schultz, Hagen Soltau

Proceedings of the Natural Language Processing and Speech Technology, 1996