Abhinav Sethy

According to our database1, Abhinav Sethy authored at least 78 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models.
CoRR, 2024

Generating Contextual Images for Long-Form Text.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023
Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.
CoRR, 2023

Learning to Retrieve Engaging Follow-Up Queries.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2020
Semi-Supervised Learning for Text Classification by Layer Partitioning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Device Directedness Classification of Utterances With Semantic Lexical Features.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Label Dependent Deep Variational Paraphrase Generation.
CoRR, 2019

Knowledge Distillation in Document Retrieval.
CoRR, 2019

Knowledge Enhanced Attention for Robust Natural Language Inference.
CoRR, 2019

Towards Better Confidence Estimation for Neural Models.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Differentiable Greedy Networks.
CoRR, 2018

Whole Sentence Neural Language Models.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
End-to-End ASR-Free Keyword Search From Speech.
IEEE J. Sel. Top. Signal Process., 2017

Recent progress in deep end-to-end models for spoken language processing.
IBM J. Res. Dev., 2017

Symbol Sequence Search from Telephone Conversation.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Empirical Exploration of Novel Architectures and Objectives for Language Models.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Fast Neural Network Language Model Lookups at N-Gram Speeds.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Network architectures for multilingual speech representation learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

End-to-end speech recognition and keyword search on low-resource languages.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Knowledge distillation across ensembles of multilingual models for low-resource languages.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Language modeling with highway LSTM.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016
Semantic word embedding neural network language models for automatic speech recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Diverse Embedding Neural Network Language Models.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Unnormalized exponential and neural network language models.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Bidirectional recurrent neural network language models for automatic speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multilingual representations for low resource speech recognition and keyword search.
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.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Recent improvements in neural network acoustic modeling for LVCSR in low resource languages.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Static interpolation of exponential n-gram models using features of features.
Proceedings of the IEEE International Conference on Acoustics, 2014

Semi-supervised term-weighted value rescoring for keyword search.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Generalized Ambiguity Decomposition for Understanding Ensemble Diversity.
CoRR, 2013

System combination and score normalization for spoken term detection.
Proceedings of the IEEE International Conference on Acoustics, 2013

A high-performance Cantonese keyword search system.
Proceedings of the IEEE International Conference on Acoustics, 2013

Developing speech recognition systems for corpus indexing under the IARPA Babel program.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint training of interpolated exponential n-gram models.
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.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013

2012
Acoustically discriminative language model training with pseudo-hypothesis.
Speech Commun., 2012

Leveraging word confusion networks for named entity modeling and detection from conversational telephone speech.
Speech Commun., 2012

Creating ensemble of diverse maximum entropy models.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Performance prediction and shrinking language models.
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

Improved Spoken Query Transcription Using Co-Occurrence Information.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Application specific loss minimization using gradient boosting.
Proceedings of the IEEE International Conference on Acoustics, 2011

Speech processing and retrieval in a personal memory aid system for the elderly.
Proceedings of the IEEE International Conference on Acoustics, 2011

Distributed training of large scale exponential language models.
Proceedings of the IEEE International Conference on Acoustics, 2011

Hill climbing on speech lattices: A new rescoring framework.
Proceedings of the IEEE International Conference on Acoustics, 2011

Named entity recognition from Conversational Telephone Speech leveraging Word Confusion Networks for training and recognition.
Proceedings of the IEEE International Conference on Acoustics, 2011

Pruning exponential language models.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

Learning Sub-Word Units for Open Vocabulary Speech Recognition.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010
Unsupervised Model Adaptation using Information-Theoretic Criterion.
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.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Impact of word classing on shrinkage-based language models.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Sparse representation features for speech recognition.
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.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Balancing false alarms and hits in Spoken Term Detection.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
An Iterative Relative Entropy Minimization-Based Data Selection Approach for n-Gram Model Adaptation.
IEEE Trans. Speech Audio Process., 2009

Web derived pronunciations for spoken term detection.
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.
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.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Unsupervised pronunciation validation.
Proceedings of the IEEE International Conference on Acoustics, 2009

A new method for OOV detection using hybrid word/fragment system.
Proceedings of the IEEE International Conference on Acoustics, 2009

Resampling auxiliary data for language model adaptation in machine translation for speech.
Proceedings of the IEEE International Conference on Acoustics, 2009

Effect of pronounciations on OOV queries in spoken term detection.
Proceedings of the IEEE International Conference on Acoustics, 2009

Constrained discriminative training of N-gram language models.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Query-by-example Spoken Term Detection For OOV terms.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Scaling shrinkage-based language models.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Bag-of-word normalized n-gram models.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

A study of unsupervised clustering techniques for language modeling.
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.
Proceedings of the IEEE International Conference on Acoustics, 2007

The IBM 2007 speech transcription system for European parliamentary speeches.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
A split lexicon approach for improved recognition of spoken names.
Speech Commun., 2006

Selecting relevant text subsets from web-data for building topic specific language models.
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.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Text data acquisition for domain-specific language models.
Proceedings of the EMNLP 2006, 2006

2005
Modeling and automating detection of errors in Arabic language learner speech.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Building topic specific language models from webdata using competitive models.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

2004
Measuring convergence in language model estimation using relative entropy.
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.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Refined speech segmentation for concatenative speech synthesis.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002


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