Katrin Kirchhoff
Orcid: 0000-0002-6645-6030Affiliations:
- Amazon
- University of Washington, Seattle, USA
According to our database1,
Katrin Kirchhoff
authored at least 134 papers
between 1996 and 2024.
Collaborative distances:
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Bibliography
2024
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models.
CoRR, 2024
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models.
CoRR, 2024
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
IEEE J. Sel. Top. Signal Process., 2022
Exploration of Language-Specific Self-Attention Parameters for Multilingual End-to-End Speech Recognition.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Proceedings of the IEEE Spoken Language Technology Workshop, 2022
Directed speech separation for automatic speech recognition of long form conversational speech.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Representation Learning Through Cross-Modal Conditional Teacher-Student Training For Speech Emotion Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022
Enhancing Contrastive Learning with Temporal Cognizance for Audio-Visual Representation Generation.
Proceedings of the IEEE International Conference on Acoustics, 2022
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech.
CoRR, 2021
CoRR, 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling.
CoRR, 2021
"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents.
CoRR, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
2020
Proceedings of the Statistical Language and Speech Processing, 2020
BERTphone: Phonetically-aware Encoder Representations for Utterance-level Speaker and Language Recognition.
Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Unsupervised Translation Disambiguation for Cross-Domain Statistical Machine Translation.
Proceedings of the 10th Conference of the Association for Machine Translation in the Americas: Research Papers, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Contextual Phonetic Pretraining for End-to-end Utterance-level Language and Speaker Recognition.
CoRR, 2019
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems.
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Self-attention Networks for Connectionist Temporal Classification in Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Development of machine translation technology for assisting health communication: A systematic review.
J. Biomed. Informatics, 2018
Proceedings of the 13th Conference of the Association for Machine Translation in the Americas, 2018
2017
SVitchboard-II and FiSVer-I: Crafting high quality and low complexity conversational english speech corpora using submodular function optimization.
Comput. Speech Lang., 2017
2016
Graph-Based Semisupervised Learning for Acoustic Modeling in Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Proceedings of the AMIA 2016, 2016
Unsupervised Resolution of Acronyms and Abbreviations in Nursing Notes Using Document-Level Context Models.
Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Modeling workflow to design machine translation applications for public health practice.
J. Biomed. Informatics, 2015
Exploiting Out-of-Domain Data Sources for Dialectal Arabic Statistical Machine Translation.
CoRR, 2015
Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
SVitchboard II and fiSVer i: high-quality limited-complexity corpora of conversational English speech.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
A conjoint analysis framework for evaluating user preferences in machine translation.
Mach. Transl., 2014
Proceedings of the 4th Workshop on Spoken Language Technologies for Under-resourced Languages, 2014
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Combining recurrent neural networks and factored language models during decoding of code-Switching speech.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Proceedings of the 2nd Workshop on Post-editing Technology and Practice, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Classification of developmental disorders from speech signals using submodular feature selection.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012
Proceedings of the 16th Annual conference of the European Association for Machine Translation, 2012
2011
Application of statistical machine translation to public health information: a feasibility study.
J. Am. Medical Informatics Assoc., 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
2010
Proceedings of the SIGDIAL 2010 Conference, 2010
Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation.
Proceedings of the COLING 2010, 2010
2009
IEEE Trans. Speech Audio Process., 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the 2009 International Workshop on Spoken Language Translation, 2009
Proceedings of the 11th International Conference on Multimodal Interfaces, 2009
2008
Proceedings of the Third Workshop on Statistical Machine Translation, 2008
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the ACL 2008, 2008
2007
Speech Commun., 2007
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007
Proceedings of Machine Translation Summit XI: Papers, 2007
The University of Washington machine translation system for the IWSLT 2007 competition.
Proceedings of the 2007 International Workshop on Spoken Language Translation, 2007
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007
2006
IEEE Trans. Speech Audio Process., 2006
Comput. Speech Lang., 2006
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the 2006 International Workshop on Spoken Language Translation, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the EMNLP 2006, 2006
Proceedings of the EACL 2006, 2006
Proceedings of the 7th Conference of the Association for Machine Translation in the Americas: Technical Papers, 2006
2005
Speech Commun., 2005
Speech Commun., 2005
The Vocal Joystick: A Voice-Based Human-Computer Interface for Individuals with Motor Impairments.
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the Workshop on Building and Using Parallel Texts@ACL 2005, 2005
Proceedings of the Workshop on Computational Approaches to Semitic Languages, 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Pattern Anal. Appl., 2003
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Novel approaches to Arabic speech recognition: report from the 2002 Johns-Hopkins Summer Workshop.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Combining acoustic and articulatory feature information for robust speech recognition.
Speech Commun., 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Multi-stream statistical n-gram modeling with application to automatic language identification.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001
2000
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Directed graphical models of classifier combination: application to phone recognition.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Dynamic classifier combination in hybrid speech recognition systems using utterance-level confidence values.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Combining articulatory and acoustic information for speech recognition in noisy and reverberant environments.
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
1996
Phonologisch strukturierte HMMs zur automatischen Spracherkennung.
Proceedings of the Natural Language Processing and Speech Technology, 1996
Proceedings of the 4th International Conference on Spoken Language Processing, 1996