Izhak Shafran
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
61
Venues
11
Active years
2000–2024
Best venue rank
A*
Where they publish
Papers
61 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICASSP | Retrieval Augmented End-to-End Spoken Dialog Models. | Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey |
| 2024 | ICRA | RoboVQA: Multimodal Long-Horizon Reasoning for Robotics. | Pierre Sermanet, Tianli Ding, Jeffrey Zhao, Fei Xia, Debidatta Dwibedi, Keerthana Gopalakrishnan, Christine Chan, Gabriel Dulac-Arnold, Sharath Maddineni, Nikhil J. Joshi, Pete Florence, Wei Han, Robert Baruch, Yao Lu, Suvir Mirchandani, Peng Xu, Pannag Sanketi, Karol Hausman, Izhak Shafran, Brian Ichter, Yuan Cao |
| 2023 | ASRU | 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 |
| 2023 | ASRU | 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 |
| 2023 | EMNLP | MUX-PLMs: Data Multiplexing for High-throughput Language Models. | Vishvak Murahari, Ameet Deshpande, Carlos E. Jimenez, Izhak Shafran, Mingqiu Wang, Yuan Cao, Karthik Narasimhan |
| 2023 | EMNLP | 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 |
| 2023 | ICLR | ReAct: Synergizing Reasoning and Acting in Language Models. | Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R. Narasimhan, Yuan Cao |
| 2023 | Interspeech | 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 |
| 2022 | EMNLP | Knowledge-grounded Dialog State Tracking. | Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau |
| 2022 | Interspeech | RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. | Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey |
| 2022 | NAACL | Unsupervised Slot Schema Induction for Task-oriented Dialog. | Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau |
| 2021 | ASRU | Word-Level Confidence Estimation for RNN Transducers. | Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran |
| 2021 | Interspeech | Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. | Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey |
| 2020 | LREC | 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 |
| 2019 | ACL | Extracting Symptoms and their Status from Clinical Conversations. | Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran |
| 2019 | EMNLP | Learning to Infer Entities, Properties and their Relations from Clinical Conversations. | Nan Du, Mingqiu Wang, Linh Tran, Gang Lee, Izhak Shafran |
| 2019 | Interspeech | Joint Speech Recognition and Speaker Diarization via Sequence Transduction. | Laurent El Shafey, Hagen Soltau, Izhak Shafran |
| 2019 | NAACL | Audio De-identification - a New Entity Recognition Task. | Ido Cohn, Itay Laish, Genady Beryozkin, Gang Li, Izhak Shafran, Idan Szpektor, Tzvika Hartman, Avinatan Hassidim, Yossi Matias |
| 2018 | ICASSP | Complex Evolution Recurrent Neural Networks (ceRNNs). | Izhak Shafran, Tom Bagby, R. J. Skerry-Ryan |
| 2017 | Interspeech | Adaptive Multichannel Dereverberation for Automatic Speech Recognition. | Joe Caroselli, Izhak Shafran, Arun Narayanan, Richard Rose |
| 2017 | Interspeech | Acoustic Modeling for Google Home. | Bo Li, Tara N. Sainath, Arun Narayanan, Joe Caroselli, Michiel Bacchiani, Ananya Misra, Izhak Shafran, Hasim Sak, Golan Pundak, Kean K. Chin, Khe Chai Sim, Ron J. Weiss, Kevin W. Wilson, Ehsan Variani, Chanwoo Kim, Olivier Siohan, Mitchel Weintraub, Erik McDermott, Richard Rose, Matt Shannon |
| 2016 | ICASSP | Robust speech recognition using multivariate copula models. | Alireza Bayestehtashk, Izhak Shafran, Amir Babaeian |
| 2016 | Interspeech | Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. | Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran |
| 2016 | Interspeech | Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling. | Ehsan Variani, Tara N. Sainath, Izhak Shafran, Michiel Bacchiani |
| 2015 | ICASSP | Efficient and accurate multivariate class conditional densities using copula. | Alireza Bayestehtashk, Izhak Shafran |
| 2015 | ICASSP | Context dependent phone models for LSTM RNN acoustic modelling. | Andrew W. Senior, Hasim Sak, Izhak Shafran |
| 2014 | ICASSP | Automatic measurement of affective valence and arousal in speech. | Meysam Asgari, Gza Kiss, Jan P. H. van Santen, Izhak Shafran, Xubo Song |
| 2014 | Interspeech | Discriminative pronunciation modeling for dialectal speech recognition. | Maider Lehr, Kyle Gorman, Izhak Shafran |
| 2013 | CIARP | Adaptive H-Extrema for Automatic Immunogold Particle Detection. | Guillaume Thibault, Kristiina Iljin, Christopher Arthur, Izhak Shafran, Joe W. Gray |
| 2013 | ICASSP | Parsimonious multivariate copula model for density estimation. | Alireza Bayestehtashk, Izhak Shafran |
| 2013 | Interspeech | Robust and accurate features for detecting and diagnosing autism spectrum disorders. | Meysam Asgari, Alireza Bayestehtashk, Izhak Shafran |
| 2013 | Interspeech | Improving the accuracy and the robustness of harmonic model for pitch estimation. | Meysam Asgari, Izhak Shafran |
| 2013 | NAACL | Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment. | Maider Lehr, Izhak Shafran, Emily Tucker Prud'hommeaux, Brian Roark |
| 2012 | ICASSP | Semi-supervised discriminative language modeling for Turkish ASR. | Arda elebi, Hasim Sak, Erin Dikici, Murat Saraclar, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Kenji Sagae, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | ICASSP | Hallucinated n-best lists for discriminative language modeling. | Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos Karakos, Sanjeev Khudanpur, Brian Roark, Murat Saraclar, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | ICASSP | Continuous space discriminative language modeling. | Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Tucker Prud'hommeaux, Nathan Glenn, Damianos Karakos, Brian Roark, Kenji Sagae, Murat Saraclar, Izhak Shafran, Daniel M. Bikel, Chris Callison-Burch, Yuan Cao, Keith B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | Interspeech | Deriving conversation-based features from unlabeled speech for discriminative language modeling. | Damianos Karakos, Brian Roark, Izhak Shafran, Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Sanjeev Khudanpur, Murat Saraclar, Daniel M. Bikel, Mark Dredze, Chris Callison-Burch, Yuan Cao, Keith B. Hall, Eva Hasler, Philipp Koehn, Adam Lopez, Matt Post, Darcey Riley |
| 2012 | Interspeech | Fully Automated Neuropsychological Assessment for Detecting Mild Cognitive Impairment. | Maider Lehr, Emily Tucker Prud'hommeaux, Izhak Shafran, Brian Roark |
| 2012 | Interspeech | Interspeech Pathology Challenge: Investigations into Speaker and Sentence Specific Effects. | Anthony P. Stark, Alireza Bayestehtashk, Meysam Asgari, Izhak Shafran |
| 2012 | NAACL | Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations? | Anthony P. Stark, Izhak Shafran, Jeffrey A. Kaye |
| 2011 | ACL | Lexicographic Semirings for Exact Automata Encoding of Sequence Models. | Brian Roark, Richard Sproat, Izhak Shafran |
| 2011 | ASRU | Efficient determinization of tagged word lattices using categorial and lexicographic semirings. | Izhak Shafran, Richard Sproat, Mahsa Yarmohammadi, Brian Roark |
| 2011 | ASRU | Supervised and unsupervised feature selection for inferring social nature of telephone conversations from their content. | Anthony P. Stark, Izhak Shafran, Jeffrey A. Kaye |
| 2011 | ICASSP | Discriminatively estimated discrete, parametric and smoothed-discrete duration models for speech recognition. | Maider Lehr, Izhak Shafran |
| 2010 | ICASSP | Syntactic and sub-lexical features for Turkish discriminative language models. | Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran |
| 2010 | ICASSP | Discriminatively estimated joint acoustic, duration, and language model for speech recognition. | Maider Lehr, Izhak Shafran |
| 2009 | Interspeech | Classifying clear and conversational speech based on acoustic features. | Akiko Amano-Kusumoto, John-Paul Hosom, Izhak Shafran |
| 2008 | Interspeech | Discriminative n-gram language modeling for Turkish. | Ebru Arisoy, Brian Roark, Izhak Shafran, Murat Saraclar |
| 2007 | Interspeech | Exploiting prosody for PCFGs with latent annotations. | Markus Dreyer, Izhak Shafran |
| 2007 | Interspeech | The SRI/OGI 2006 spoken term detection system. | Dimitra Vergyri, Izhak Shafran, Andreas Stolcke, Venkata Ramana Rao Gadde, Murat Akbacak, Brian Roark, Wen Wang |
| 2006 | ACL | PCFGs with Syntactic and Prosodic Indicators of Speech Repairs. | John Hale, Izhak Shafran, Lisa Yung, Bonnie J. Dorr, Mary P. Harper, Anna Krasnyanskaya, Matthew Lease, Yang Liu, Brian Roark, Matthew G. Snover, Robin Stewart |
| 2006 | EMNLP | Corrective Models for Speech Recognition of Inflected Languages. | Izhak Shafran, Keith B. Hall |
| 2006 | ICASSP | Reranking for Sentence Boundary Detection in Conversational Speech. | Brian Roark, Yang Liu, Mary P. Harper, Robin Stewart, Matthew Lease, Matthew G. Snover, Izhak Shafran, Bonnie J. Dorr, John Hale, Anna Krasnyanskaya, Lisa Yung |
| 2006 | ICASSP | Discriminative Classifiers for Language Recognition. | Christopher White, Izhak Shafran, Jean-Luc Gauvain |
| 2006 | LREC | SParseval: Evaluation Metrics for Parsing Speech. | Brian Roark, Mary P. Harper, Eugene Charniak, Bonnie J. Dorr, Mark Johnson, Jeremy G. Kahn, Yang Liu, Mari Ostendorf, John Hale, Anna Krasnyanskaya, Matthew Lease, Izhak Shafran, Matthew G. Snover, Robin Stewart, Lisa Yung |
| 2005 | ICASSP | A Comparison of Classifiers for Detecting Emotion from Speech. | Izhak Shafran, Mehryar Mohri |
| 2005 | Interspeech | Accent detection and speech recognition for Shanghai-accented Mandarin. | Yanli Zheng, Richard Sproat, Liang Gu, Izhak Shafran, Haolang Zhou, Yi Su, Daniel Jurafsky, Rebecca Starr, Su-Youn Yoon |
| 2005 | MICCAI | Automatic Detection and Segmentation of Robot-Assisted Surgical Motions. | Henry C. Lin, Izhak Shafran, Todd E. Murphy, Allison M. Okamura, David D. Yuh, Gregory D. Hager |
| 2004 | Interspeech | Task-specific minimum Bayes-risk decoding using learned edit distance. | Izhak Shafran, William Byrne |
| 2003 | ICASSP | Robust speech detection and segmentation for real-time ASR applications. | Izhak Shafran, Richard Rose |
| 2000 | ICASSP | Use of higher level linguistic structure in acoustic modeling for speech recognition. | Izhak Shafran, Mari Ostendorf |