| 2022 | ICML | Training Discrete Deep Generative Models via Gapped Straight-Through Estimator. | Ting-Han Fan, Ta-Chung Chi, Alexander I. Rudnicky, Peter J. Ramadge |
| 2022 | SIGdial | Structured Dialogue Discourse Parsing. | Ta-Chung Chi, Alexander I. Rudnicky |
| 2021 | EMNLP | Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection. | Ta-Chung Chi, Alexander I. Rudnicky |
| 2021 | Interspeech | Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021. | Takashi Maekaku, Xuankai Chang, Yuya Fujita, Li-Wei Chen, Shinji Watanabe, Alexander I. Rudnicky |
| 2020 | LREC | Adjusting Image Attributes of Localized Regions with Low-level Dialogue. | Tzu-Hsiang Lin, Alexander I. Rudnicky, Trung Bui, Doo Soon Kim, Jean Oh |
| 2017 | IJCAI | Learning Conversational Systems that Interleave Task and Non-Task Content. | Zhou Yu, Alexander I. Rudnicky, Alan W. Black |
| 2016 | ICASSP | Unsupervised user intent modeling by feature-enriched matrix factorization. | Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman |
| 2016 | IUI | An Intelligent Assistant for High-Level Task Understanding. | Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky |
| 2016 | IVA | User Engagement Study with Virtual Agents Under Different Cultural Contexts. | Zhou Yu, Xinrui He, Alan W. Black, Alexander I. Rudnicky |
| 2016 | LREC | AppDialogue: Multi-App Dialogues for Intelligent Assistants. | Ming Sun, Yun-Nung Chen, Zhenhao Hua, Yulian Tamres-Rudnicky, Arnab Dash, Alexander I. Rudnicky |
| 2016 | SIGdial | A Wizard-of-Oz Study on A Non-Task-Oriented Dialog Systems That Reacts to User Engagement. | Zhou Yu, Leah Nicolich-Henkin, Alan W. Black, Alexander I. Rudnicky |
| 2016 | SIGdial | Strategy and Policy Learning for Non-Task-Oriented Conversational Systems. | Zhou Yu, Ziyu Xu, Alan W. Black, Alexander I. Rudnicky |
| 2015 | ACL | Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding. | Yun-Nung Chen, William Yang Wang, Anatole Gershman, Alexander I. Rudnicky |
| 2015 | ICMI | Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding. | Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman |
| 2015 | Interspeech | Learning semantic hierarchy with distributed representations for unsupervised spoken language understanding. | Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky |
| 2015 | Interspeech | Distributed representation-based spoken word sense induction. | Justin T. Chiu, Yajie Miao, Alan W. Black, Alexander I. Rudnicky |
| 2015 | Interspeech | Learning OOV through semantic relatedness in spoken dialog systems. | Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky |
| 2015 | NAACL | Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding. | Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky |
| 2015 | SIGdial | Miscommunication Recovery in Physically Situated Dialogue. | Matthew Marge, Alexander I. Rudnicky |
| 2014 | EACL | Conversational Strategies for Robustly Managing Dialog in Public Spaces. | Aasish Pappu, Ming Sun, Seshadri Sridharan, Alexander I. Rudnicky |
| 2014 | INLG | Two-Stage Stochastic Email Synthesizer. | Yun-Nung Chen, Alexander I. Rudnicky |
| 2014 | INLG | Two-Stage Stochastic Natural Language Generation for Email Synthesis by Modeling Sender Style and Topic Structure. | Yun-Nung Chen, Alexander I. Rudnicky |
| 2014 | Interspeech | Combination of FST and CN search in spoken term detection. | Justin T. Chiu, Yun Wang, Jan Trmal, Daniel Povey, Guoguo Chen, Alexander I. Rudnicky |
| 2014 | Interspeech | Learning situated knowledge bases through dialog. | Aasish Pappu, Alexander I. Rudnicky |
| 2014 | Interspeech | Building a vocabulary self-learning speech recognition system. | Long Qin, Alexander I. Rudnicky |
| 2014 | SIGdial | Knowledge Acquisition Strategies for Goal-Oriented Dialog Systems. | Aasish Pappu, Alexander I. Rudnicky |
| 2013 | ASRU | Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsing. | Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky |
| 2013 | ASRU | Using web text to improve keyword spotting in speech. | Ankur Gandhe, Long Qin, Florian Metze, Alexander I. Rudnicky, Ian R. Lane, Matthias Eck |
| 2013 | ASRU | Learning better lexical properties for recurrent OOV words. | Long Qin, Alexander I. Rudnicky |
| 2013 | HCI | Situated Multiparty Interaction between Humans and Agents. | Aasish Pappu, Ming Sun, Seshadri Sridharan, Alexander I. Rudnicky |
| 2013 | ICASSP | An empirical investigation of sparse log-linear models for improved dialogue act classification. | Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky |
| 2013 | Interspeech | Using conversational word bursts in spoken term detection. | Justin T. Chiu, Alexander I. Rudnicky |
| 2013 | Interspeech | Finding recurrent out-of-vocabulary words. | Long Qin, Alexander I. Rudnicky |
| 2013 | IUI | Deploying speech interfaces to the masses. | Aasish Pappu, Alexander I. Rudnicky |
| 2013 | RO-MAN | Towards evaluating recovery strategies for situated grounding problems in human-robot dialogue. | Matthew Marge, Alexander I. Rudnicky |
| 2013 | SIGdial | Predicting Tasks in Goal-Oriented Spoken Dialog Systems using Semantic Knowledge Bases. | Aasish Pappu, Alexander I. Rudnicky |
| 2012 | ICASSP | System combination for out-of-vocabulary word detection. | Long Qin, Ming Sun, Alexander I. Rudnicky |
| 2012 | ICMI | NeuroDialog: an EEG-enabled spoken dialog interface. | Seshadri Sridharan, Yun-Nung Chen, Kai-min Chang, Alexander I. Rudnicky |
| 2012 | Interspeech | OOV Word Detection using Hybrid Models with Mixed Types of Fragments. | Long Qin, Alexander I. Rudnicky |
| 2012 | SIGdial | The Structure and Generality of Spoken Route Instructions. | Aasish Pappu, Alexander I. Rudnicky |
| 2011 | Interspeech | OOV Detection and Recovery Using Hybrid Models with Different Fragments. | Long Qin, Ming Sun, Alexander I. Rudnicky |
| 2010 | ICASSP | Using the Amazon Mechanical Turk for transcription of spoken language. | Matthew Marge, Satanjeev Banerjee, Alexander I. Rudnicky |
| 2010 | ICASSP | The effect of lattice pruning on MMIE training. | Long Qin, Alexander I. Rudnicky |
| 2010 | NAACL | Using the Amazon Mechanical Turk to Transcribe and Annotate Meeting Speech for Extractive Summarization. | Matthew Marge, Satanjeev Banerjee, Alexander I. Rudnicky |
| 2010 | SIGdial | Towards Improving the Naturalness of Social Conversations with Dialogue Systems. | Matthew Marge, Joo Miranda, Alan W. Black, Alexander I. Rudnicky |
| 2010 | SIGdial | Comparing Spoken Language Route Instructions for Robots across Environment Representations. | Matthew Marge, Alexander I. Rudnicky |
| 2009 | ACL | Predicting Barge-in Utterance Errors by using Implicitly-Supervised ASR Accuracy and Barge-in Rate per User. | Kazunori Komatani, Alexander I. Rudnicky |
| 2009 | ICASSP | Combining mixture weight pruning and quantization for small-footprint speech recognition. | David Huggins-Daines, Alexander I. Rudnicky |
| 2009 | SIGdial | Detecting the Noteworthiness of Utterances in Human Meetings. | Satanjeev Banerjee, Alexander I. Rudnicky |
| 2008 | ACL | Interactive ASR Error Correction for Touchscreen Devices. | David Huggins-Daines, Alexander I. Rudnicky |
| 2008 | EMNLP | Acquiring Domain-Specific Dialog Information from Task-Oriented Human-Human Interaction through an Unsupervised Learning. | Ananlada Chotimongkol, Alexander I. Rudnicky |
| 2008 | IJCNLP | Automatic Extraction of Briefing Templates. | Dipanjan Das, Mohit Kumar, Alexander I. Rudnicky |
| 2007 | AAAI | TeamTalk: A Platform for Multi-Human-Robot Dialog Research in Coherent Real and Virtual Spaces. | Thomas K. Harris, Alexander I. Rudnicky |
| 2007 | ASRU | Data selection for speech recognition. | Yi Wu, Rong Zhang, Alexander I. Rudnicky |
| 2007 | IJCAI | Learning from the Report-writing Behavior of Individuals. | Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky |
| 2007 | IUI | Segmenting meetings into agenda items by extracting implicit supervision from human note-taking. | Satanjeev Banerjee, Alexander I. Rudnicky |
| 2007 | NAACL | Implicitly Supervised Language Model Adaptation for Meeting Transcription. | David Huggins-Daines, Alexander I. Rudnicky |
| 2007 | SIGdial | Implicitly-supervised Learning in Spoken Language Interfaces: an Application to the Confidence Annotation Problem. | Dan Bohus, Alexander I. Rudnicky |
| 2006 | ICASSP | Pocketsphinx: A Free, Real-Time Continuous Speech Recognition System for Hand-Held Devices. | David Huggins-Daines, Mohit Kumar, Arthur Chan, Alan W. Black, Mosur Ravishankar, Alexander I. Rudnicky |
| 2006 | ICASSP | A New Data Selection Approach for Semi-Supervised Acoustic Modeling. | Rong Zhang, Alexander I. Rudnicky |
| 2006 | ICPR | A New Data Selection Principle for Semi-Supervised Incremental Learning. | Rong Zhang, Alexander I. Rudnicky |
| 2006 | Interspeech | A texttiling based approach to topic boundary detection in meetings. | Satanjeev Banerjee, Alexander I. Rudnicky |
| 2006 | Interspeech | A constrained baum-welch algorithm for improved phoneme segmentation and efficient training. | David Huggins-Daines, Alexander I. Rudnicky |
| 2006 | Interspeech | Investigations of issues for using multiple acoustic models to improve continuous speech recognition. | Rong Zhang, Alexander I. Rudnicky |
| 2006 | ICTAI | A Briefing Tool that Learns Individual Report-Writing Behavior. | Mohit Kumar, Nikesh Garera, Alexander I. Rudnicky |
| 2006 | NAACL | SmartNotes: Implicit Labeling of Meeting Data through User Note-Taking and Browsing. | Satanjeev Banerjee, Alexander I. Rudnicky |
| 2005 | Interact | The Necessity of a Meeting Recording and Playback System, and the Benefit of Topic-Level Annotations to Meeting Browsing. | Satanjeev Banerjee, Carolyn P. Ros, Alexander I. Rudnicky |
| 2005 | Interspeech | A principled approach for rejection threshold optimization in spoken dialog systems. | Dan Bohus, Alexander I. Rudnicky |
| 2005 | Interspeech | On improvements to CI-based GMM selection. | Arthur Chan, Mosur Ravishankar, Alexander I. Rudnicky |
| 2005 | Interspeech | Investigations on ensemble based semi-supervised acoustic model training. | Rong Zhang, Ziad Al Bawab, Arthur Chan, Ananlada Chotimongkol, David Huggins-Daines, Alexander I. Rudnicky |
| 2005 | NAACL | Error Handling in the RavenClaw Dialog Management Architecture. | Dan Bohus, Alexander I. Rudnicky |
| 2005 | SIGdial | Sorry and I Didn't Catch That! - An Investigation of Non-understanding Errors and Recovery Strategies. | Dan Bohus, Alexander I. Rudnicky |
| 2004 | ICMI | Segmentation and classification of meetings using multiple information streams. | Paul E. Rybski, Satanjeev Banerjee, Fernando De la Torre, Carlos Vallesp, Alexander I. Rudnicky, Manuela M. Veloso |
| 2004 | Interspeech | Using simple speech-based features to detect the state of a meeting and the roles of the meeting participants. | Satanjeev Banerjee, Alexander I. Rudnicky |
| 2004 | Interspeech | Four-layer categorization scheme of fast GMM computation techniques in large vocabulary continuous speech recognition systems. | Arthur Chan, Mosur Ravishankar, Alexander I. Rudnicky, Jahanzeb Sherwani |
| 2004 | Interspeech | A frame level boosting training scheme for acoustic modeling. | Rong Zhang, Alexander I. Rudnicky |
| 2004 | Interspeech | Optimizing boosting with discriminative criteria. | Rong Zhang, Alexander I. Rudnicky |
| 2004 | Interspeech | Apply n-best list re-ranking to acoustic model combinations of boosting training. | Rong Zhang, Alexander I. Rudnicky |
| 2003 | ICASSP | Improving the performance of an LVCSR system through ensembles of acoustic models. | Rong Zhang, Alexander I. Rudnicky |
| 2003 | Interspeech | Ravenclaw: dialog management using hierarchical task decomposition and an expectation agenda. | Dan Bohus, Alexander I. Rudnicky |
| 2003 | Interspeech | Comparative study of boosting and non-boosting training for constructing ensembles of acoustic models. | Rong Zhang, Alexander I. Rudnicky |
| 2002 | ACL | Speech Translation on a Tight Budget without Enough Data. | Robert E. Frederking, Eric Steinbrecher, Ralf D. Brown, Alexander I. Rudnicky, John Moody |
| 2002 | ICPR | A Large Scale Clustering Scheme for Kernel K-Means. | Rong Zhang, Alexander I. Rudnicky |
| 2002 | Interspeech | Building voiceXML-based applications. | Christina L. Bennett, Ariadna Font Llitjs, Stefanie Shriver, Alexander I. Rudnicky, Alan W. Black |
| 2002 | Interspeech | The carnegie mellon communicator corpus. | Christina L. Bennett, Alexander I. Rudnicky |
| 2002 | Interspeech | Rapid development of speech-to-speech translation systems. | Alan W. Black, Ralf D. Brown, Robert E. Frederking, Kevin A. Lenzo, John Moody, Alexander I. Rudnicky, Rita Singh, Eric Steinbrecher |
| 2002 | Interspeech | Automatic concept identification in goal-oriented conversations. | Ananlada Chotimongkol, Alexander I. Rudnicky |
| 2002 | Interspeech | DARPA communicator evaluation: progress from 2000 to 2001. | Marilyn A. Walker, Alexander I. Rudnicky, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Rashmi Prasad, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard |
| 2002 | Interspeech | DARPA communicator: cross-system results for the 2001 evaluation. | Marilyn A. Walker, Alexander I. Rudnicky, Rashmi Prasad, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard |
| 2002 | Interspeech | Improve latent semantic analysis based language model by integrating multiple level knowledge. | Rong Zhang, Alexander I. Rudnicky |
| 2001 | CHI | A unified design for human-machine voice interaction. | Stefanie Shriver, Arthur R. Toth, Xiaojin Zhu, Alexander I. Rudnicky, Roni Rosenfeld |
| 2001 | Interspeech | Is this conversation on track? | Paul Carpenter, Chun Jin, Daniel Wilson, Rong Zhang, Dan Bohus, Alexander I. Rudnicky |
| 2001 | Interspeech | N-best speech hypotheses reordering using linear regression. | Ananlada Chotimongkol, Alexander I. Rudnicky |
| 2001 | Interspeech | Universalizing speech: notes from the USI project. | Stefanie Shriver, Roni Rosenfeld, Xiaojin Zhu, Arthur R. Toth, Alexander I. Rudnicky, Markus D. Flckiger |
| 2001 | Interspeech | DARPA communicator dialog travel planning systems: the june 2000 data collection. | Marilyn A. Walker, John S. Aberdeen, Julie E. Boland, Elizabeth Owen Bratt, John S. Garofolo, Lynette Hirschman, Audrey N. Le, Sungbok Lee, Shrikanth S. Narayanan, Kishore Papineni, Bryan L. Pellom, Joseph Polifroni, Alexandros Potamianos, P. Prabhu, Alexander I. Rudnicky, Gregory A. Sanders, Stephanie Seneff, David Stallard, Steve Whittaker |
| 2001 | Interspeech | Word level confidence annotation using combinations of features. | Rong Zhang, Alexander I. Rudnicky |
| 2000 | Interspeech | Task and domain specific modelling in the Carnegie Mellon communicator system. | Alexander I. Rudnicky, Christina L. Bennett, Alan W. Black, Ananlada Chotimongkol, Kevin A. Lenzo, Alice Oh, Rita Singh |
| 1999 | Interspeech | Dialog analysis in the carnegie mellon communicator. | Paul C. Constantinides, Alexander I. Rudnicky |
| 1999 | Interspeech | Data collection and processing in the carnegie mellon communicator. | Maxine Esknazi, Alexander I. Rudnicky, Karin Gregory, Paul C. Constantinides, Robert Brennan, Christina L. Bennett, Jwan Allen |
| 1999 | Interspeech | Creating natural dialogs in the carnegie mellon communicator system. | Alexander I. Rudnicky, Eric H. Thayer, Paul C. Constantinides, Chris Tchou, R. Shern, Kevin A. Lenzo, W. Xu, Alice Oh |
| 1998 | Interspeech | A schema based approach to dialog control. | Paul C. Constantinides, Scott Hansma, Chris Tchou, Alexander I. Rudnicky |
| 1996 | Interspeech | Speechwear: a mobile speech system. | Alexander I. Rudnicky, Stephen Reed, Eric H. Thayer |
| 1995 | UIST | Speech for Multimedia Information Retrieval. | Alexander G. Hauptmann, Michael J. Witbrock, Alexander I. Rudnicky |
| 1994 | NAACL | Expanding the Scope of the ATIS Task: The ATIS-3 Corpus. | Deborah A. Dahl, Madeleine Bates, Michael Brown, William M. Fisher, Kate Hunicke-Smith, David S. Pallett, Christine Pao, Alexander I. Rudnicky, Elizabeth Shriberg |
| 1993 | CHI | Mode preference in a simple data-retrieval task. | Alexander I. Rudnicky |
| 1993 | Interspeech | Factors affecting choice of speech over keyboard and mouse in a simple data-retrieval task. | Alexander I. Rudnicky |
| 1993 | NAACL | Multi-Site Data Collection and Evaluation in Spoken Language Understanding. | Lynette Hirschman, Madeleine Bates, Deborah A. Dahl, William M. Fisher, John S. Garofolo, David S. Pallett, Kate Hunicke-Smith, Patti Price, Alexander I. Rudnicky, Evelyne Tzoukermann |
| 1993 | NAACL | Mode preference in a simple data-retrieval task. | Alexander I. Rudnicky |
| 1992 | CHI | A performance model of system delay and user strategy selection. | Steven L. Teal, Alexander I. Rudnicky |
| 1991 | CHI | Spoken language interfaces: the OM system. | Jean-Michel Lunati, Alexander I. Rudnicky |
| 1991 | CHI | Models for evaluating interaction protocols in speech recognition. | Alexander I. Rudnicky, Alexander G. Hauptmann |
| 1991 | ICASSP | Spoken language recognition in an office management domain. | Alexander I. Rudnicky, Jean-Michel Lunati, Alexander M. Franz |
| 1990 | ICASSP | Spoken language interaction in a goal-directed task. | Alexander I. Rudnicky, Michelle Sakamoto, Joseph Polifroni |
| 1990 | Interact | Spoken language interaction in a spreadsheet task. | Alexander I. Rudnicky, Michelle Sakamoto, Joseph Polifroni |
| 1990 | NAACL | A Comparison of Speech and Typed Input. | Alexander G. Hauptmann, Alexander I. Rudnicky |
| 1990 | NAACL | The design of a spoken language interface. | Jean-Michel Lunati, Alexander I. Rudnicky |
| 1989 | NAACL | The design of voice-driven interfaces. | Alexander I. Rudnicky |
| 1989 | NAACL | Evaluating spoken language interaction. | Alexander I. Rudnicky, Michelle Sakamoto, Joseph Polifroni |
| 1988 | ICASSP | An unanchored matching algorithm for lexical access. | Alexander I. Rudnicky, Zongge Li, Joseph Polifroni, Eric H. Thayer, Julia L. Gale |
| 1987 | ICASSP | The lexical access component of the CMU continuous speech recognition system. | Alexander I. Rudnicky, Lynn K. Baumeister, Kevin H. DeGraaf, Eric Lehmann |