Katrin Kirchhoff

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 78

Top Venues

Bielefeld University, Germany (PHD)

Education History

Bielefeld University, Germany

PHD

Publications

Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models. CoRR (2024)
Nilaksh Das, Saket Dingliwal, Srikanth Ronanki, Rohit Paturi, Zhaocheng Huang, Prashant Mathur, Jie Yuan, Dhanush Bekal, Xing Niu, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff
SpeechVerse: A Large-scale Generalizable Audio Language Model. CoRR (2024)
Zhiqiang Tang, Haoyang Fang, Su Zhou, Taojiannan Yang, Zihan Zhong, Tony Hu, Katrin Kirchhoff, George Karypis
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models. CoRR (2024)
Raghuveer Peri, Sai Muralidhar Jayanthi, Srikanth Ronanki, Anshu Bhatia, Karel Mundnich, Saket Dingliwal, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Srikanth Vishnubhotla, Daniel Garcia-Romero, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. ACL (Findings) (2024)
Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff
Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation. CoRR (2023)
Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. INTERSPEECH (2023)
Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer. CoRR (2023)
Goeric Huybrechts, Srikanth Ronanki, Xilai Li, Hadis Nosrati, Sravan Bodapati, Katrin Kirchhoff
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer. INTERSPEECH (2023)
Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters. CoRR (2023)
Nilaksh Das, Monica Sunkara, Sravan Bodapati, Jinglun Cai, Devang Kulshreshtha, Jeff Farris, Katrin Kirchhoff
Mask the Bias: Improving Domain-Adaptive Generalization of CTC-Based ASR with Internal Language Model Estimation. ICASSP (2023)
Anshu Bhatia, Sanchit Sinha, Saket Dingliwal, Karthik Gopalakrishnan, Sravan Bodapati, Katrin Kirchhoff
Don't Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters. INTERSPEECH (2023)
Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale. ACL (1) (2023)
Nilaksh Das, Duen Horng Chau, Monica Sunkara, Sravan Bodapati, Dhanush Bekal, Katrin Kirchhoff
Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving ASR Performance of OOV Named Entities. ICASSP (2022)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. CoRR (2022)
Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff, Daniel Garcia-Romero
Directed speech separation for automatic speech recognition of long form conversational speech. INTERSPEECH (2022)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. INTERSPEECH (2022)
Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati
Personalization of CTC Speech Recognition Models. SLT (2022)
Chandrashekhar Lavania, Shiva Sundaram, Sundararajan Srinivasan, Katrin Kirchhoff
Enhancing Contrastive Learning with Temporal Cognizance for Audio-Visual Representation Generation. ICASSP (2022)
Brady Houston, Katrin Kirchhoff
Exploration of Language-Specific Self-Attention Parameters for Multilingual End-to-End Speech Recognition. SLT (2022)
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D. Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N. Sainath, Shinji Watanabe
Self-Supervised Speech Representation Learning: A Review. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Dhanush Bekal, Sundararajan Srinivasan, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems. INTERSPEECH (2022)
Dhanush Bekal, Sundararajan Srinivasan, Sravan Bodapati, Srikanth Ronanki, Katrin Kirchhoff
Device Directedness with Contextual Cues for Spoken Dialog Systems. CoRR (2022)
Saket Dingliwal, Monica Sunkara, Srikanth Ronanki, Jeff Farris, Katrin Kirchhoff, Sravan Bodapati
Personalization of CTC Speech Recognition Models. CoRR (2022)
Sundararajan Srinivasan, Zhaocheng Huang, Katrin Kirchhoff
Representation Learning Through Cross-Modal Conditional Teacher-Student Training For Speech Emotion Recognition. ICASSP (2022)
Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff, Dan Roth
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale. CoRR (2022)
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff
Transformer-Transducers for Code-Switched Speech Recognition. ICASSP (2021)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
"What's The Context?" : Long Context NLM Adaptation for ASR Rescoring in Conversational Agents. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Monica Sunkara, Srikanth Ronanki, Katrin Kirchhoff
Adapting Long Context NLM for ASR Rescoring in Conversational Agents. Interspeech (2021)
Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling. CoRR (2021)
Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff
Neural Inverse Text Normalization. ICASSP (2021)
Saket Dingliwal, Ashish Shenoy, Sravan Bodapati, Ankur Gandhe, Ravi Teja Gadde, Katrin Kirchhoff
Efficient domain adaptation of language models in ASR systems using Prompt-tuning. CoRR (2021)
Monica Sunkara, Chaitanya Shivade, Sravan Bodapati, Katrin Kirchhoff
Neural Inverse Text Normalization. CoRR (2021)
Rohit Paturi, Sundararajan Srinivasan, Katrin Kirchhoff
Directed Speech Separation for Automatic Speech Recognition of Long Form Conversational Speech. CoRR (2021)
Scott Seyfarth, Sundararajan Srinivasan, Katrin Kirchhoff
Speaker-Conversation Factorial Designs for Diarization Error Analysis. Interspeech (2021)
Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
Remember the context! ASR slot error correction through memorization. CoRR (2021)
Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff
Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents. CoRR (2021)
Ethan A. Chi, Julian Salazar, Katrin Kirchhoff
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment. NAACL-HLT (2021)
Dhanush Bekal, Ashish Shenoy, Monica Sunkara, Sravan Bodapati, Katrin Kirchhoff
Remember the Context! ASR Slot Error Correction Through Memorization. ASRU (2021)
Mei Yang, Katrin Kirchhoff
Unsupervised Translation Disambiguation for Cross-Domain Statistical Machine Translation. AMTA (2020)
Ethan A. Chi, Julian Salazar, Katrin Kirchhoff
Align-Refine: Non-Autoregressive Speech Recognition via Iterative Realignment. CoRR (2020)
Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff
Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech. CoRR (2020)
Brady Houston, Katrin Kirchhoff
Continual Learning for Multi-Dialect Acoustic Models. INTERSPEECH (2020)
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff
Transformer-Transducers for Code-Switched Speech Recognition. CoRR (2020)
Monica Sunkara, Srikanth Ronanki, Dhanush Bekal, Sravan Bodapati, Katrin Kirchhoff
Multimodal Semi-Supervised Learning Framework for Punctuation Prediction in Conversational Speech. INTERSPEECH (2020)
Mark Hasegawa-Johnson, Leanne Rolston, Camille Goudeseune, Gina-Anne Levow, Katrin Kirchhoff
Grapheme-to-Phoneme Transduction for Cross-Language ASR. SLSP (2020)
Shaoshi Ling, Julian Salazar, Yuzong Liu, Katrin Kirchhoff
BERTphone: Phonetically-aware Encoder Representations for Utterance-level Speaker and Language Recognition. Odyssey (2020)
Shaoshi Ling, Yuzong Liu, Julian Salazar, Katrin Kirchhoff
Deep Contextualized Acoustic Representations for Semi-Supervised Speech Recognition. ICASSP (2020)
Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff
Masked Language Model Scoring. ACL (2020)
Monica Sunkara, Srikanth Ronanki, Kalpit Dixit, Sravan Bodapati, Katrin Kirchhoff
Robust Prediction of Punctuation and Truecasing for Medical ASR. CoRR (2020)
Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff
Speech Audio Super-Resolution for Speech Recognition. INTERSPEECH (2019)
Arshit Gupta, John Hewitt, Katrin Kirchhoff
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems. SIGdial (2019)
Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff
Multi-stream Network With Temporal Attention For Environmental Sound Classification. CoRR (2019)
Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff
Pseudolikelihood Reranking with Masked Language Models. CoRR (2019)
Julian Salazar, Katrin Kirchhoff, Zhiheng Huang
Self-attention Networks for Connectionist Temporal Classification in Speech Recognition. ICASSP (2019)
Shaoshi Ling, Yuzong Liu, Julian Salazar, Katrin Kirchhoff
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition. CoRR (2019)
Arshit Gupta, John Hewitt, Katrin Kirchhoff
Simple, Fast, Accurate Intent Classification and Slot Labeling. CoRR (2019)
Xinyu Li, Venkata Chebiyyam, Katrin Kirchhoff
Multi-Stream Network with Temporal Attention for Environmental Sound Classification. INTERSPEECH (2019)
Shaoshi Ling, Julian Salazar, Katrin Kirchhoff
Contextual Phonetic Pretraining for End-to-end Utterance-level Language and Speaker Recognition. CoRR (2019)
Julian Salazar, Katrin Kirchhoff, Zhiheng Huang
Self-Attention Networks for Connectionist Temporal Classification in Speech Recognition. CoRR (2019)
Angli Liu, Katrin Kirchhoff
Context Models for OOV Word Translation in Low-Resource Languages. CoRR (2018)
Angli Liu, Katrin Kirchhoff
Context Models for OOV Word Translation in Low-Resource Languages. AMTA (1) (2018)
Kristin Dew, Anne M. Turner, Yong K. Choi, Alyssa Bosold, Katrin Kirchhoff
Development of machine translation technology for assisting health communication: A systematic review. J. Biomed. Informatics 85 (2018)
Yuzong Liu, Rishabh K. Iyer, Katrin Kirchhoff, Jeff A. Bilmes
SVitchboard-II and FiSVer-I: Crafting high quality and low complexity conversational english speech corpora using submodular function optimization. Comput. Speech Lang. 42 (2017)
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
Syntactic and Semantic Features For Code-Switching Factored Language Models. CoRR (2017)
Yong K. Choi, Katrin Kirchhoff, Anne M. Turner
Medical Text Simplification by Medical Trainees: A Feasibility Study. ICHI (2016)
Katrin Kirchhoff, Anne M. Turner
Unsupervised Resolution of Acronyms and Abbreviations in Nursing Notes Using Document-Level Context Models. Louhi@EMNLP (2016)
Yong K. Choi, Anne M. Turner, Katrin Kirchhoff
Crowdsourced Evaluation of Medical Texts Simplified by Medical Trainees. AMIA (2016)
Yuzong Liu, Katrin Kirchhoff
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling. INTERSPEECH (2016)
Yuzong Liu, Katrin Kirchhoff
Graph-Based Semisupervised Learning for Acoustic Modeling in Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Kristin Dew, Anne M. Turner, Loma Desai, Nathalie Martin, Katrin Kirchhoff
Evaluating Groupware Prototypes with Discount Methods. CSCW Companion (2015)
Yuzong Liu, Rishabh K. Iyer, Katrin Kirchhoff, Jeff A. Bilmes
SVitchboard II and fiSVer i: high-quality limited-complexity corpora of conversational English speech. INTERSPEECH (2015)
Yuzong Liu, Katrin Kirchhoff
Acoustic modeling with neural graph embeddings. ASRU (2015)
Katrin Kirchhoff, Bing Zhao, Wen Wang
Exploiting Out-of-Domain Data Sources for Dialectal Arabic Statistical Machine Translation. CoRR (2015)
Katrin Kirchhoff, Yik-Cheung Tam, Colleen Richey, Wen Wang
Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs. HLT-NAACL (2015)
Anne M. Turner, Loma Desai, Kristin Dew, Nathalie Martin, Katrin Kirchhoff
Machine Assisted Translation of Health Materials to Chinese: An Initial Evaluation. MedInfo (2015)
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
Syntactic and Semantic Features For Code-Switching Factored Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Anne M. Turner, Megumu Brownstein, Kate Cole, Hilary Karasz, Katrin Kirchhoff
Modeling workflow to design machine translation applications for public health practice. J. Biomed. Informatics 53 (2015)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Chris D. Bartels, Jeff A. Bilmes
Submodular subset selection for large-scale speech training data. ICASSP (2014)
Heike Adel, Katrin Kirchhoff, Ngoc Thang Vu, Dominic Telaar, Tanja Schultz
Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. INTERSPEECH (2014)
Katrin Kirchhoff, Jeff A. Bilmes
Submodularity for Data Selection in Machine Translation. EMNLP (2014)
Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, Tanja Schultz
Combining recurrent neural networks and factored language models during decoding of code-Switching speech. INTERSPEECH (2014)
Heike Adel, Katrin Kirchhoff, Dominic Telaar, Ngoc Thang Vu, Tim Schlippe, Tanja Schultz
Features for factored language models for code-Switching speech. SLTU (2014)
Yuzong Liu, Katrin Kirchhoff
Graph-based semi-supervised acoustic modeling in DNN-based speech recognition. SLT (2014)
Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
A conjoint analysis framework for evaluating user preferences in machine translation. Mach. Transl. 28 (1) (2014)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes
Unsupervised submodular subset selection for speech data. ICASSP (2014)
Yuzong Liu, Kai Wei, Katrin Kirchhoff, Yisong Song, Jeff A. Bilmes
Submodular feature selection for high-dimensional acoustic score spaces. ICASSP (2013)
Adrian Laurenzi, Megumu Brownstein, Anne M. Turner, Katrin Kirchhoff
Integrated post-editing and translation management for lay user communities. WPTP@MTSummit (2013)
Katrin Kirchhoff, Yuzong Liu, Jeff A. Bilmes
Classification of developmental disorders from speech signals using submodular feature selection. INTERSPEECH (2013)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes
Using Document Summarization Techniques for Speech Data Subset Selection. HLT-NAACL (2013)
Yuzong Liu, Katrin Kirchhoff
Graph-based semi-supervised learning for phone and segment classification. INTERSPEECH (2013)
Adrian Laurenzi, Megumu Brownstein, Anne M. Turner, Katrin Kirchhoff, Julie A. Kientz
A web-based collaborative translation management system for public health workers. CHI Extended Abstracts (2013)
Ajit P. Singh, John T. Halloran, Jeff A. Bilmes, Katrin Kirchhoff, William Stafford Noble
Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra. UAI (2012)
Katrin Kirchhoff, Daniel Capurro, Anne M. Turner
Evaluating User Preferences in Machine Translation Using Conjoint Analysis. EAMT (2012)
Ajit P. Singh, John T. Halloran, Jeff A. Bilmes, Katrin Kirchhoff, William Stafford Noble
Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra CoRR (2012)
Katrin Kirchhoff, Anne M. Turner, Amittai Axelrod, Francisco Saavedra
Application of statistical machine translation to public health information: a feasibility study. J. Am. Medical Informatics Assoc. 18 (4) (2011)
Katrin Kirchhoff, Andrei Alexandrescu
Phonetic Classification Using Controlled Random Walks. INTERSPEECH (2011)
Kevin Duh, Katrin Kirchhoff
Semi-supervised ranking for document retrieval. Comput. Speech Lang. 25 (2) (2011)
Tyler Baldwin, Joyce Yue Chai, Katrin Kirchhoff
Hand Gestures in Disambiguating Types of You Expressions in Multiparty Meetings. SIGDIAL Conference (2010)
Mei Yang, Katrin Kirchhoff
Contextual Modeling for Meeting Translation Using Unsupervised Word Sense Disambiguation. COLING (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Katrin Kirchhoff