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2020 – today
- 2024
[c73]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Retrieval Augmented End-to-End Spoken Dialog Models. ICASSP 2024: 12056-12060- [c72]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:
RoboVQA: Multimodal Long-Horizon Reasoning for Robotics. ICRA 2024: 645-652 - [i28]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Retrieval Augmented End-to-End Spoken Dialog Models. CoRR abs/2402.01828 (2024) - [i27]Jacky Liang, Fei Xia, Wenhao Yu, Andy Zeng, Montserrat Gonzalez Arenas, Maria Attarian, Maria Bauzá, Matthew Bennice, Alex Bewley, Adil Dostmohamed, Chuyuan Kelly Fu, Nimrod Gileadi, Marissa Giustina, Keerthana Gopalakrishnan, Leonard Hasenclever, Jan Humplik, Jasmine Hsu, Nikhil J. Joshi, Ben Jyenis, J. Chase Kew, Sean Kirmani, Tsang-Wei Edward Lee, Kuang-Huei Lee, Assaf Hurwitz Michaely, Joss Moore, Ken Oslund, Dushyant Rao, Allen Z. Ren, Baruch Tabanpour, Quan Vuong, Ayzaan Wahid, Ted Xiao, Ying Xu, Vincent Zhuang, Peng Xu, Erik Frey, Ken Caluwaerts, Tingnan Zhang, Brian Ichter, Jonathan Tompson, Leila Takayama, Vincent Vanhoucke, Izhak Shafran, Maja J. Mataric, Dorsa Sadigh, Nicolas Heess, Kanishka Rao, Nik Stewart, Jie Tan, Carolina Parada:
Learning to Learn Faster from Human Feedback with Language Model Predictive Control. CoRR abs/2402.11450 (2024) - [i26]Ying Ma, Owen Burns, Mingqiu Wang, Gang Li, Nan Du, Laurent El Shafey, Liqiang Wang, Izhak Shafran, Hagen Soltau:
Knowledge Graph Reasoning with Self-supervised Reinforcement Learning. CoRR abs/2405.13640 (2024) - 2023
- [c71]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:
Detecting Speech Abnormalities With a Perceiver-Based Sequence Classifier that Leverages a Universal Speech Model. ASRU 2023: 1-7 - [c70]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:
SLM: Bridge the Thin Gap Between Speech and Text Foundation Models. ASRU 2023: 1-8 - [c69]Vishvak Murahari, Ameet Deshpande, Carlos E. Jimenez, Izhak Shafran, Mingqiu Wang, Yuan Cao, Karthik Narasimhan:
MUX-PLMs: Data Multiplexing for High-throughput Language Models. EMNLP (Findings) 2023: 4540-4554 - [c68]Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu:
AnyTOD: A Programmable Task-Oriented Dialog System. EMNLP 2023: 16189-16204 - [c67]Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik R. Narasimhan, Yuan Cao:
ReAct: Synergizing Reasoning and Acting in Language Models. ICLR 2023 - [c66]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda:
Speech Aware Dialog System Technology Challenge (DSTC11). INTERSPEECH 2023: 4668-4672 - [c65]Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Tom Griffiths, Yuan Cao, Karthik Narasimhan:
Tree of Thoughts: Deliberate Problem Solving with Large Language Models. NeurIPS 2023 - [c64]Vishvak Murahari, Ameet Deshpande, Carlos E. Jimenez, Izhak Shafran, Mingqiu Wang, Yuan Cao, Karthik Narasimhan:
MUX-PLMs: Pre-training Language Models with Data Multiplexing. RepL4NLP@ACL 2023: 196-211 - [i25]Vishvak Murahari, Ameet Deshpande, Carlos E. Jimenez, Izhak Shafran, Mingqiu Wang, Yuan Cao, Karthik Narasimhan:
MUX-PLMs: Pre-training Language Models with Data Multiplexing. CoRR abs/2302.12441 (2023) - [i24]Shunyu Yao, Dian Yu, Jeffrey Zhao, Izhak Shafran, Thomas L. Griffiths, Yuan Cao, Karthik Narasimhan:
Tree of Thoughts: Deliberate Problem Solving with Large Language Models. CoRR abs/2305.10601 (2023) - [i23]Mingqiu Wang, Izhak Shafran, Hagen Soltau, Wei Han, Yuan Cao, Dian Yu, Laurent El Shafey:
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding. CoRR abs/2306.07944 (2023) - [i22]Nanxin Chen, Izhak Shafran, Yu Zhang, Chung-Cheng Chiu, Hagen Soltau, James Qin, Yonghui Wu:
Efficient Adapters for Giant Speech Models. CoRR abs/2306.08131 (2023) - [i21]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:
SLM: Bridge the thin gap between speech and text foundation models. CoRR abs/2310.00230 (2023) - [i20]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:
Detecting Speech Abnormalities with a Perceiver-based Sequence Classifier that Leverages a Universal Speech Model. CoRR abs/2310.13010 (2023) - [i19]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:
RoboVQA: Multimodal Long-Horizon Reasoning for Robotics. CoRR abs/2311.00899 (2023) - 2022
- [c63]Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Izhak Shafran, Hagen Soltau:
Knowledge-grounded Dialog State Tracking. EMNLP (Findings) 2022: 3428-3435 - [c62]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey:
RNN Transducers for Named Entity Recognition with constraints on alignment for understanding medical conversations. INTERSPEECH 2022: 1901-1905 - [c61]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Unsupervised Slot Schema Induction for Task-oriented Dialog. NAACL-HLT 2022: 1174-1193 - [i18]Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu:
Description-Driven Task-Oriented Dialog Modeling. CoRR abs/2201.08904 (2022) - [i17]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Laurent El Shafey:
RNN Transducers for Nested Named Entity Recognition with constraints on alignment for long sequences. CoRR abs/2203.03543 (2022) - [i16]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Unsupervised Slot Schema Induction for Task-oriented Dialog. CoRR abs/2205.04515 (2022) - [i15]Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao:
ReAct: Synergizing Reasoning and Acting in Language Models. CoRR abs/2210.03629 (2022) - [i14]Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey, Hagen Soltau:
Knowledge-grounded Dialog State Tracking. CoRR abs/2210.06656 (2022) - [i13]Hagen Soltau, Izhak Shafran, Mingqiu Wang, Abhinav Rastogi, Jeffrey Zhao, Ye Jia, Wei Han, Yuan Cao, Aramys Miranda:
Speech Aware Dialog System Technology Challenge (DSTC11). CoRR abs/2212.08704 (2022) - [i12]Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi, Mingqiu Wang, Hagen Soltau, Izhak Shafran, Yonghui Wu:
AnyTOD: A Programmable Task-Oriented Dialog System. CoRR abs/2212.09939 (2022) - 2021
- [c60]Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran:
Word-Level Confidence Estimation for RNN Transducers. ASRU 2021: 1170-1177 - [c59]Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey:
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. Interspeech 2021: 4418-4422 - [i11]Hagen Soltau, Mingqiu Wang, Izhak Shafran, Laurent El Shafey:
Understanding Medical Conversations: Rich Transcription, Confidence Scores & Information Extraction. CoRR abs/2104.02219 (2021) - [i10]Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran:
R2D2: Relational Text Decoding with Transformers. CoRR abs/2105.04645 (2021) - [i9]Mingqiu Wang, Hagen Soltau, Laurent El Shafey, Izhak Shafran:
Word-level confidence estimation for RNN transducers. CoRR abs/2110.15222 (2021) - 2020
- [c58]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:
The Medical Scribe: Corpus Development and Model Performance Analyses. LREC 2020: 2036-2044 - [i8]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:
The Medical Scribe: Corpus Development and Model Performance Analyses. CoRR abs/2003.11531 (2020) - [i7]Shailesh Bavadekar, Andrew M. Dai, John Davis, Damien Desfontaines, Ilya Eckstein, Katie Everett, Alex Fabrikant, Gerardo Flores, Evgeniy Gabrilovich, Krishna Gadepalli, Shane Glass, Rayman Huang, Chaitanya Kamath, Dennis Kraft, Akim Kumok, Hinali Marfatia, Yael Mayer, Benjamin Miller, Adam Pearce, Irippuge Milinda Perera, Venky Ramachandran, Karthik Raman, Thomas Roessler, Izhak Shafran, Tomer Shekel, Charlotte Stanton, Jacob Stimes, Mimi Sun, Gregory Wellenius, Masrour Zoghi:
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0). CoRR abs/2009.01265 (2020)
2010 – 2019
- 2019
- [c57]Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran:
Extracting Symptoms and their Status from Clinical Conversations. ACL (1) 2019: 915-925 - [c56]Nan Du, Mingqiu Wang, Linh Tran, Gang Lee, Izhak Shafran:
Learning to Infer Entities, Properties and their Relations from Clinical Conversations. EMNLP/IJCNLP (1) 2019: 4978-4989 - [c55]Laurent El Shafey, Hagen Soltau, Izhak Shafran:
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. INTERSPEECH 2019: 396-400 - [c54]Ido Cohn, Itay Laish, Genady Beryozkin, Gang Li, Izhak Shafran, Idan Szpektor, Tzvika Hartman, Avinatan Hassidim, Yossi Matias:
Audio De-identification - a New Entity Recognition Task. NAACL-HLT (2) 2019: 197-204 - [i6]Ido Cohn, Itay Laish, Genady Beryozkin, Gang Li, Izhak Shafran, Idan Szpektor, Tzvika Hartman, Avinatan Hassidim, Yossi Matias:
Audio De-identification: A New Entity Recognition Task. CoRR abs/1903.07037 (2019) - [i5]Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran:
Extracting Symptoms and their Status from Clinical Conversations. CoRR abs/1906.02239 (2019) - [i4]Izhak Shafran, Tom Bagby, R. J. Skerry-Ryan:
Complex Evolution Recurrent Neural Networks (ceRNNs). CoRR abs/1906.02246 (2019) - [i3]Laurent El Shafey, Hagen Soltau, Izhak Shafran:
Joint Speech Recognition and Speaker Diarization via Sequence Transduction. CoRR abs/1907.05337 (2019) - [i2]Nan Du, Mingqiu Wang, Linh Tran, Gang Li, Izhak Shafran:
Learning to Infer Entities, Properties and their Relations from Clinical Conversations. CoRR abs/1908.11536 (2019) - 2018
- [j9]Meysam Asgari, Izhak Shafran:
Improvements to harmonic model for extracting better speech features in clinical applications. Comput. Speech Lang. 47: 298-313 (2018) - [c53]Izhak Shafran, Tom Bagby, R. J. Skerry-Ryan:
Complex Evolution Recurrent Neural Networks (ceRNNs). ICASSP 2018: 5854-5858 - 2017
- [j8]Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim:
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(5): 965-979 (2017) - [c52]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:
Acoustic Modeling for Google Home. INTERSPEECH 2017: 399-403 - [c51]Joe Caroselli, Izhak Shafran, Arun Narayanan, Richard Rose:
Adaptive Multichannel Dereverberation for Automatic Speech Recognition. INTERSPEECH 2017: 3877-3881 - [p1]Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim:
Raw Multichannel Processing Using Deep Neural Networks. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 105-133 - 2016
- [c50]Alireza Bayestehtashk, Izhak Shafran, Amir Babaeian:
Robust speech recognition using multivariate copula models. ICASSP 2016: 5890-5894 - [c49]Ehsan Variani, Tara N. Sainath, Izhak Shafran, Michiel Bacchiani:
Complex Linear Projection (CLP): A Discriminative Approach to Joint Feature Extraction and Acoustic Modeling. INTERSPEECH 2016: 808-812 - [c48]Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran:
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. INTERSPEECH 2016: 1971-1975 - [i1]Guillaume Thibault, Izhak Shafran:
Fuzzy Statistical Matrices for Cell Classification. CoRR abs/1611.06009 (2016) - 2015
- [j7]Alireza Bayestehtashk, Meysam Asgari, Izhak Shafran, James McNames:
Fully automated assessment of the severity of Parkinson's disease from speech. Comput. Speech Lang. 29(1): 172-185 (2015) - [c47]Alireza Bayestehtashk, Izhak Shafran:
Efficient and accurate multivariate class conditional densities using copula. ICASSP 2015: 3936-3940 - [c46]Andrew W. Senior, Hasim Sak, Izhak Shafran:
Context dependent phone models for LSTM RNN acoustic modelling. ICASSP 2015: 4585-4589 - 2014
- [j6]Richard Sproat, Mahsa Yarmohammadi, Izhak Shafran, Brian Roark:
Applications of Lexicographic Semirings to Problems in Speech and Language Processing. Comput. Linguistics 40(4): 733-761 (2014) - [j5]Anthony P. Stark, Izhak Shafran, Jeffrey A. Kaye:
Inferring social nature of conversations from words: Experiments on a corpus of everyday telephone conversations. Comput. Speech Lang. 28(1): 224-239 (2014) - [c45]Golnar Sheikhshab, Izhak Shafran, Jeffrey A. Kaye:
Detecting Health Related Discussions in Everyday Telephone Conversations for Studying Medical Events in the Lives of Older Adults. BioNLP@ACL 2014: 38-44 - [c44]Alireza Bayestehtashk, Izhak Shafran, Kristine Coleman, Nicola Robertson:
Detecting vocalizations of individual monkeys in social groups. EMBC 2014: 4775-4779 - [c43]Meysam Asgari, Géza Kiss, Jan P. H. van Santen, Izhak Shafran, Xubo Song:
Automatic measurement of affective valence and arousal in speech. ICASSP 2014: 965-969 - [c42]Maider Lehr, Kyle Gorman, Izhak Shafran:
Discriminative pronunciation modeling for dialectal speech recognition. INTERSPEECH 2014: 1458-1462 - [c41]Meysam Asgari, Izhak Shafran, Alireza Bayestehtashk:
Inferring social contexts from audio recordings using deep neural networks. MLSP 2014: 1-6 - [c40]Meysam Asgari, Izhak Shafran, Lisa B. Sheeber:
Inferring clinical depression from speech and spoken utterances. MLSP 2014: 1-5 - 2013
- [j4]Swathi P. Iyer, Izhak Shafran, David S. Grayson, Kathleen M. Gates, Joel T. Nigg, Damien A. Fair:
Inferring functional connectivity in MRI using Bayesian network structure learning with a modified PC algorithm. NeuroImage 75: 165-175 (2013) - [c39]Guillaume Thibault, Kristiina Iljin, Christopher Arthur, Izhak Shafran, Joe W. Gray:
Adaptive H-Extrema for Automatic Immunogold Particle Detection. CIARP (2) 2013: 238-245 - [c38]Alireza Bayestehtashk, Izhak Shafran:
Parsimonious multivariate copula model for density estimation. ICASSP 2013: 5750-5754 - [c37]Meysam Asgari, Alireza Bayestehtashk, Izhak Shafran:
Robust and accurate features for detecting and diagnosing autism spectrum disorders. INTERSPEECH 2013: 191-194 - [c36]Meysam Asgari, Izhak Shafran:
Improving the accuracy and the robustness of harmonic model for pitch estimation. INTERSPEECH 2013: 1936-1940 - [c35]Nastaran Ghadar, Xikang Zhang, Kang Li, Deniz Erdogmus, Guillaume Thibault, Alireza Bayestehtashk, Izhak Shafran, Kris Coleman, Kathleen A. Grant:
Visual hull reconstruction for automated primate behavior observation. MLSP 2013: 1-6 - [c34]Maider Lehr, Izhak Shafran, Emily Tucker Prud'hommeaux, Brian Roark:
Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment. HLT-NAACL 2013: 211-220 - 2012
- [j3]Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran:
Discriminative Language Modeling With Linguistic and Statistically Derived Features. IEEE Trans. Speech Audio Process. 20(2): 540-550 (2012) - [c33]Puyang Xu, Sanjeev Khudanpur, Maider Lehr, Emily Tucker Prud'hommeaux, Nathan Glenn, Damianos G. 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:
Continuous space discriminative language modeling. ICASSP 2012: 2129-2132 - [c32]Kenji Sagae, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos G. 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:
Hallucinated n-best lists for discriminative language modeling. ICASSP 2012: 5001-5004 - [c31]Arda Çelebi, Hasim Sak, Erinç Dikici, Murat Saraclar, Maider Lehr, Emily Tucker Prud'hommeaux, Puyang Xu, Nathan Glenn, Damianos G. 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:
Semi-supervised discriminative language modeling for Turkish ASR. ICASSP 2012: 5025-5028 - [c30]Damianos G. 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:
Deriving conversation-based features from unlabeled speech for discriminative language modeling. INTERSPEECH 2012: 202-205 - [c29]Anthony P. Stark, Alireza Bayestehtashk, Meysam Asgari, Izhak Shafran:
Interspeech Pathology Challenge: Investigations into Speaker and Sentence Specific Effects. INTERSPEECH 2012: 538-541 - [c28]Maider Lehr, Emily Tucker Prud'hommeaux, Izhak Shafran, Brian Roark:
Fully Automated Neuropsychological Assessment for Detecting Mild Cognitive Impairment. INTERSPEECH 2012: 1039-1042 - [c27]Brian Roark, Arda Çelebi, Erinç Dikici, Sanjeev Khudanpur, Maider Lehr, Emily Prud'hommeaux, Kenji Sagae, Murat Saraclar, Izhak Shafran, Puyang Xu:
Hallucinating system outputs for discriminative language modeling. MLSLP 2012 - [c26]Anthony P. Stark, Izhak Shafran, Jeffrey A. Kaye:
Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations? HLT-NAACL 2012: 112-119 - [c25]Meysam Asgari, Izhak Shafran, Alireza Bayestehtashk:
Robust detection of voiced segments in samples of everyday conversations using unsupervised HMMS. SLT 2012: 438-442 - 2011
- [j2]Maider Lehr, Izhak Shafran:
Learning a Discriminative Weighted Finite-State Transducer for Speech Recognition. IEEE Trans. Speech Audio Process. 19(5): 1360-1367 (2011) - [c24]Brian Roark, Richard Sproat, Izhak Shafran:
Lexicographic Semirings for Exact Automata Encoding of Sequence Models. ACL (2) 2011: 1-5 - [c23]Izhak Shafran, Richard Sproat, Mahsa Yarmohammadi, Brian Roark:
Efficient determinization of tagged word lattices using categorial and lexicographic semirings. ASRU 2011: 283-288 - [c22]Anthony P. Stark, Izhak Shafran, Jeffrey A. Kaye:
Supervised and unsupervised feature selection for inferring social nature of telephone conversations from their content. ASRU 2011: 449-454 - [c21]Maider Lehr, Izhak Shafran:
Discriminatively estimated discrete, parametric and smoothed-discrete duration models for speech recognition. ICASSP 2011: 5340-5343 - 2010
- [c20]Ebru Arisoy, Murat Saraclar, Brian Roark, Izhak Shafran:
Syntactic and sub-lexical features for Turkish discriminative language models. ICASSP 2010: 5538-5541 - [c19]Maider Lehr, Izhak Shafran:
Discriminatively estimated joint acoustic, duration, and language model for speech recognition. ICASSP 2010: 5542-5545
2000 – 2009
- 2009
- [c18]Akiko Amano-Kusumoto, John-Paul Hosom, Izhak Shafran:
Classifying clear and conversational speech based on acoustic features. INTERSPEECH 2009: 1735-1738 - 2008
- [c17]Ebru Arisoy, Brian Roark, Izhak Shafran, Murat Saraclar:
Discriminative n-gram language modeling for Turkish. INTERSPEECH 2008: 825-828 - 2007
- [c16]Markus Dreyer, Izhak Shafran:
Exploiting prosody for PCFGs with latent annotations. INTERSPEECH 2007: 450-453 - [c15]Dimitra Vergyri, Izhak Shafran, Andreas Stolcke, Venkata Ramana Rao Gadde, Murat Akbacak, Brian Roark, Wen Wang:
The SRI/OGI 2006 spoken term detection system. INTERSPEECH 2007: 2393-2396 - [c14]Izhak Shafran:
Multi-stream Fusion for Speaker Classification. Speaker Classification (1) 2007: 298-312 - 2006
- [c13]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:
PCFGs with Syntactic and Prosodic Indicators of Speech Repairs. ACL 2006 - [c12]Douglas W. Oard, Jianqiang Wang, Gareth J. F. Jones, Ryen W. White, Pavel Pecina, Dagobert Soergel, Xiaoli Huang, Izhak Shafran:
Overview of the CLEF-2006 Cross-Language Speech Retrieval Track. CLEF 2006: 744-758 - [c11]Douglas W. Oard, Jianqiang Wang, Gareth J. F. Jones, Ryen W. White, Pavel Pecina, Dagobert Soergel, Xiaoli Huang, Izhak Shafran:
Overview of the CLEF-2006 Cross-Language Speech Retrieval Track. CLEF (Working Notes) 2006 - [c10]Izhak Shafran, Keith B. Hall:
Corrective Models for Speech Recognition of Inflected Languages. EMNLP 2006: 390-398 - [c9]Christopher White, Izhak Shafran, Jean-Luc Gauvain:
Discriminative Classifiers for Language Recognition. ICASSP (1) 2006: 213-216 - [c8]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:
Reranking for Sentence Boundary Detection in Conversational Speech. ICASSP (1) 2006: 545-548 - [c7]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:
SParseval: Evaluation Metrics for Parsing Speech. LREC 2006: 333-338 - 2005
- [c6]Izhak Shafran, Mehryar Mohri:
A Comparison of Classifiers for Detecting Emotion from Speech. ICASSP (1) 2005: 341-344 - [c5]Yanli Zheng, Richard Sproat, Liang Gu, Izhak Shafran, Haolang Zhou, Yi Su, Daniel Jurafsky, Rebecca Starr, Su-Youn Yoon:
Accent detection and speech recognition for Shanghai-accented Mandarin. INTERSPEECH 2005: 217-220 - [c4]Henry C. Lin, Izhak Shafran, Todd E. Murphy, Allison M. Okamura, David D. Yuh, Gregory D. Hager:
Automatic Detection and Segmentation of Robot-Assisted Surgical Motions. MICCAI 2005: 802-810 - 2004
- [c3]Izhak Shafran, William Byrne:
Task-specific minimum Bayes-risk decoding using learned edit distance. INTERSPEECH 2004: 1945-1948 - 2003
- [j1]Izhak Shafran, Mari Ostendorf:
Acoustic model clustering based on syllable structure. Comput. Speech Lang. 17(4): 311-328 (2003) - [c2]Izhak Shafran, Richard Rose:
Robust speech detection and segmentation for real-time ASR applications. ICASSP (1) 2003: 432-435 - 2000
- [c1]Izhak Shafran, Mari Ostendorf:
Use of higher level linguistic structure in acoustic modeling for speech recognition. ICASSP 2000: 1021-1024
Coauthor Index
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