Abhinav Sethy

According to our database, Abhinav Sethy authored at least 78 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models.

Shirley Anugrah Hayati, Taehee Jung, Tristan Bodding-Long, Sudipta Kar, Abhinav Sethy, Joo-Kyung Kim, Dongyeop Kang

CoRR, 2024

Generating Contextual Images for Long-Form Text.

Avijit Mitra, Nalin Gupta, Chetan Naik, Abhinav Sethy, Kinsey Bice, Zeynab Raeesy

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.

Christopher Richardson, Yao Zhang, Kellen Gillespie, Sudipta Kar, Arshdeep Singh, Zeynab Raeesy, Omar Zia Khan, Abhinav Sethy

CoRR, 2023

Learning to Retrieve Engaging Follow-Up Queries.

Christopher Richardson, Sudipta Kar, Anjishnu Kumar, Anand Ramachandran, Zeynab Raeesy, Omar Zia Khan, Abhinav Sethy

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2020

Semi-Supervised Learning for Text Classification by Layer Partitioning.

Alexander Hanbo Li, Abhinav Sethy

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Device Directedness Classification of Utterances With Semantic Lexical Features.

Kellen Gillespie, Ioannis C. Konstantakopoulos, Xingzhi Guo, Vishal Thanvantri Vasudevan, Abhinav Sethy

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Label Dependent Deep Variational Paraphrase Generation.

Siamak Shakeri, Abhinav Sethy

CoRR, 2019

Knowledge Distillation in Document Retrieval.

Siamak Shakeri, Abhinav Sethy, Cheng Cheng

CoRR, 2019

Knowledge Enhanced Attention for Robust Natural Language Inference.

Alexander Hanbo Li, Abhinav Sethy

CoRR, 2019

Towards Better Confidence Estimation for Neural Models.

Vishal Thanvantri Vasudevan, Abhinav Sethy, Alireza Roshan Ghias

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Differentiable Greedy Networks.

Thomas Powers, Rasool Fakoor, Siamak Shakeri, Abhinav Sethy, Amanjit Kainth, Abdel-rahman Mohamed, Ruhi Sarikaya

CoRR, 2018

Whole Sentence Neural Language Models.

Yinghui Huang, Abhinav Sethy, Kartik Audhkhasi, Bhuvana Ramabhadran

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

End-to-End ASR-Free Keyword Search From Speech.

Kartik Audhkhasi, Andrew Rosenberg, Abhinav Sethy, Bhuvana Ramabhadran, Brian Kingsbury

IEEE J. Sel. Top. Signal Process., 2017

Recent progress in deep end-to-end models for spoken language processing.

Kartik Audhkhasi, Andrew Rosenberg, George Saon, Abhinav Sethy, Bhuvana Ramabhadran, Stanley F. Chen, Michael Picheny

IBM J. Res. Dev., 2017

Symbol Sequence Search from Telephone Conversation.

Masayuki Suzuki, Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Kenneth Ward Church, Mark Drake

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Empirical Exploration of Novel Architectures and Objectives for Language Models.

Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, George Saon

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Fast Neural Network Language Model Lookups at N-Gram Speeds.

Yinghui Huang, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Network architectures for multilingual speech representation learning.

Tom Sercu, George Saon, Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Brian Kingsbury, Abhinav Sethy

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

End-to-end speech recognition and keyword search on low-resource languages.

Andrew Rosenberg, Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Michael Picheny

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Knowledge distillation across ensembles of multilingual models for low-resource languages.

Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Tom Sercu, Kartik Audhkhasi, Abhinav Sethy, Markus Nußbaum-Thom, Andrew Rosenberg

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Language modeling with highway LSTM.

Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Semantic word embedding neural network language models for automatic speech recognition.

Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Diverse Embedding Neural Network Language Models.

Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 3rd International Conference on Learning Representations, 2015

Unnormalized exponential and neural network language models.

Abhinav Sethy, Stanley F. Chen, Ebru Arisoy, Bhuvana Ramabhadran

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Bidirectional recurrent neural network language models for automatic speech recognition.

Ebru Arisoy, Abhinav Sethy, Bhuvana Ramabhadran, Stanley F. Chen

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multilingual representations for low resource speech recognition and keyword search.

Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Kislal, Lidia Mangu, Markus Nußbaum-Thom, Michael Picheny, Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Converting Neural Network Language Models into Back-off Language Models for Efficient Decoding in Automatic Speech Recognition.

Ebru Arisoy, Stanley F. Chen, Bhuvana Ramabhadran, Abhinav Sethy

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Recent improvements in neural network acoustic modeling for LVCSR in low resource languages.

Jia Cui, Bhuvana Ramabhadran, Xiaodong Cui, Andrew Rosenberg, Brian Kingsbury, Abhinav Sethy

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Static interpolation of exponential n-gram models using features of features.

Abhinav Sethy, Stanley F. Chen, Bhuvana Ramabhadran, Paul Vozila

Proceedings of the IEEE International Conference on Acoustics, 2014

Semi-supervised term-weighted value rescoring for keyword search.

Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Generalized Ambiguity Decomposition for Understanding Ensemble Diversity.

Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan

CoRR, 2013

System combination and score normalization for spoken term detection.

Jonathan Mamou, Jia Cui, Xiaodong Cui, Mark J. F. Gales, Brian Kingsbury, Kate M. Knill, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2013

A high-performance Cantonese keyword search system.

Brian Kingsbury, Jia Cui, Xiaodong Cui, Mark J. F. Gales, Kate M. Knill, Jonathan Mamou, Lidia Mangu, David Nolden, Michael Picheny, Bhuvana Ramabhadran, Ralf Schlüter, Abhinav Sethy, Philip C. Woodland

Proceedings of the IEEE International Conference on Acoustics, 2013

Developing speech recognition systems for corpus indexing under the IARPA Babel program.

Jia Cui, Xiaodong Cui, Bhuvana Ramabhadran, Janice Kim, Brian Kingsbury, Jonathan Mamou, Lidia Mangu, Michael Picheny, Tara N. Sainath, Abhinav Sethy

Proceedings of the IEEE International Conference on Acoustics, 2013

Joint training of interpolated exponential n-gram models.

Abhinav Sethy, Stanley F. Chen, Ebru Arisoy, Bhuvana Ramabhadran, Kartik Audhkhasi, Shrikanth S. Narayanan, Paul Vozila

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

An empirical study of confusion modeling in keyword search for low resource languages.

Murat Saraclar, Abhinav Sethy, Bhuvana Ramabhadran, Lidia Mangu, Jia Cui, Xiaodong Cui, Brian Kingsbury, Jonathan Mamou

Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012

Acoustically discriminative language model training with pseudo-hypothesis.

Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura

Speech Commun., 2012

Leveraging word confusion networks for named entity modeling and detection from conversational telephone speech.

Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran

Speech Commun., 2012

Creating ensemble of diverse maximum entropy models.

Kartik Audhkhasi, Abhinav Sethy, Bhuvana Ramabhadran, Shrikanth S. Narayanan

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Performance prediction and shrinking language models.

Stanley F. Chen, Stephen M. Chu, Ahmad Emami, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy

Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

Improved Spoken Query Transcription Using Co-Occurrence Information.

Jonathan Mamou, Abhinav Sethy, Bhuvana Ramabhadran, Ron Hoory, Paul Vozila

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Application specific loss minimization using gradient boosting.

Bin Zhang, Abhinav Sethy, Tara N. Sainath, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2011

Speech processing and retrieval in a personal memory aid system for the elderly.

Alexander Sorin, Hagai Aronowitz, Jonathan Mamou, Orith Toledo-Ronen, Ron Hoory, Michael Kuritzky, Yael Erez, Bhuvana Ramabhadran, Abhinav Sethy

Proceedings of the IEEE International Conference on Acoustics, 2011

Distributed training of large scale exponential language models.

Abhinav Sethy, Stanley F. Chen, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2011

Hill climbing on speech lattices: A new rescoring framework.

Ariya Rastrow, Markus Dreyer, Abhinav Sethy, Sanjeev Khudanpur, Bhuvana Ramabhadran, Mark Dredze

Proceedings of the IEEE International Conference on Acoustics, 2011

Named entity recognition from Conversational Telephone Speech leveraging Word Confusion Networks for training and recognition.

Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2011

Pruning exponential language models.

Stanley F. Chen, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Learning Sub-Word Units for Open Vocabulary Speech Recognition.

Carolina Parada, Mark Dredze, Abhinav Sethy, Ariya Rastrow

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

Unsupervised Model Adaptation using Information-Theoretic Criterion.

Ariya Rastrow, Frederick Jelinek, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Data selection for language modeling using sparse representations.

Abhinav Sethy, Tara N. Sainath, Bhuvana Ramabhadran, Dimitri Kanevsky

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Impact of word classing on shrinkage-based language models.

Ruhi Sarikaya, Stanley F. Chen, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Sparse representation features for speech recognition.

Tara N. Sainath, Bhuvana Ramabhadran, David Nahamoo, Dimitri Kanevsky, Abhinav Sethy

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

A spoken term detection framework for recovering out-of-vocabulary words using the web.

Carolina Parada, Abhinav Sethy, Mark Dredze, Frederick Jelinek

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Balancing false alarms and hits in Spoken Term Detection.

Carolina Parada, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

An Iterative Relative Entropy Minimization-Based Data Selection Approach for n-Gram Model Adaptation.

Abhinav Sethy, Panayiotis G. Georgiou, Bhuvana Ramabhadran, Shrikanth S. Narayanan

IEEE Trans. Speech Audio Process., 2009

Web derived pronunciations for spoken term detection.

Dogan Can, Erica Cooper, Arnab Ghoshal, Martin Jansche, Sanjeev Khudanpur, Bhuvana Ramabhadran, Michael Riley, Murat Saraclar, Abhinav Sethy, Morgan Ulinski, Christopher M. White

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Fast decoding for open vocabulary spoken term detection.

Bhuvana Ramabhadran, Abhinav Sethy, Jonathan Mamou, Brian Kingsbury, Upendra V. Chaudhari

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Towards using hybrid word and fragment units for vocabulary independent LVCSR systems.

Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran, Frederick Jelinek

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Unsupervised pronunciation validation.

Christopher M. White, Abhinav Sethy, Bhuvana Ramabhadran, Patrick J. Wolfe, Erica Cooper, Murat Saraclar, James K. Baker

Proceedings of the IEEE International Conference on Acoustics, 2009

A new method for OOV detection using hybrid word/fragment system.

Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2009

Resampling auxiliary data for language model adaptation in machine translation for speech.

Sameer Maskey, Abhinav Sethy

Proceedings of the IEEE International Conference on Acoustics, 2009

Effect of pronounciations on OOV queries in spoken term detection.

Dogan Can, Erica Cooper, Abhinav Sethy, Christopher M. White, Bhuvana Ramabhadran, Murat Saraclar

Proceedings of the IEEE International Conference on Acoustics, 2009

Constrained discriminative training of N-gram language models.

Ariya Rastrow, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Query-by-example Spoken Term Detection For OOV terms.

Carolina Parada, Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Scaling shrinkage-based language models.

Stanley F. Chen, Lidia Mangu, Bhuvana Ramabhadran, Ruhi Sarikaya, Abhinav Sethy

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008

Bag-of-word normalized n-gram models.

Abhinav Sethy, Bhuvana Ramabhadran

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

A study of unsupervised clustering techniques for language modeling.

Sangyun Hahn, Abhinav Sethy, Hong-Kwang Jeff Kuo, Bhuvana Ramabhadran

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007

Data Driven Approach for Language Model Adaptation using Stepwise Relative Entropy Minimization.

Abhinav Sethy, Shrikanth S. Narayanan, Bhuvana Ramabhadran

Proceedings of the IEEE International Conference on Acoustics, 2007

The IBM 2007 speech transcription system for European parliamentary speeches.

Bhuvana Ramabhadran, Olivier Siohan, Abhinav Sethy

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

A split lexicon approach for improved recognition of spoken names.

Abhinav Sethy, Shrikanth S. Narayanan, S. Parthasarthy

Speech Commun., 2006

Selecting relevant text subsets from web-data for building topic specific language models.

Abhinav Sethy, Panayiotis G. Georgiou, Shrikanth S. Narayanan

Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006

Speech Recognition Engineering Issues in Speech to Speech Translation System Design for Low Resource Languages and Domains.

Shrikanth S. Narayanan, Panayiotis G. Georgiou, Abhinav Sethy, Dagen Wang, Murtaza Bulut, Shiva Sundaram, Emil Ettelaie, Sankaranarayanan Ananthakrishnan, Horacio Franco, Kristin Precoda, Dimitra Vergyri, Jing Zheng, Wen Wang, Venkata Ramana Rao Gadde, Martin Graciarena, Victor Abrash, Michael W. Frandsen, Colleen Richey

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Text data acquisition for domain-specific language models.

Abhinav Sethy, Panayiotis G. Georgiou, Shrikanth S. Narayanan

Proceedings of the EMNLP 2006, 2006

2005

Modeling and automating detection of errors in Arabic language learner speech.

Abhinav Sethy, Shrikanth S. Narayanan, Nicolaus Mote, W. Lewis Johnson

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Building topic specific language models from webdata using competitive models.

Abhinav Sethy, Panayiotis G. Georgiou, Shrikanth S. Narayanan

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004

Measuring convergence in language model estimation using relative entropy.

Abhinav Sethy, Shrikanth S. Narayanan, Bhuvana Ramabhadran

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

2003

Split-lexicon based hierarchical recognition of speech using syllable and word level acoustic units.

Abhinav Sethy, Shrikanth S. Narayanan

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Refined speech segmentation for concatenative speech synthesis.

Abhinav Sethy, Shrikanth S. Narayanan

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002