Ariya Rastrow

According to our database, Ariya Rastrow authored at least 86 papers between 2008 and 2024.

Collaborative distances:

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

2024

CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing.

Yen-Ju Lu, Jing Liu, Thomas Thebaud, Laureano Moro-Velázquez, Ariya Rastrow, Najim Dehak, Jesús Villalba

CoRR, 2024

Speech Recognition Rescoring with Large Speech-Text Foundation Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

CoRR, 2024

Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Tuan Dinh, Sungho Ryu, Jari Kolehmainen, Roger Ren, Denis Filimonov, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Jia Xu, Ivan Bulyko, Andreas Stolcke

CoRR, 2024

An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems.

Hitesh Tulsiani, David M. Chan, Shalini Ghosh, Garima Lalwani, Prabhat Pandey, Ankish Bansal, Sri Garimella, Ariya Rastrow, Björn Hoffmeister

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy.

Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks.

Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke

Proceedings of the IEEE International Conference on Acoustics, 2024

Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition.

David M. Chan, Shalini Ghosh, Hitesh Tulsiani, Ariya Rastrow, Björn Hoffmeister

Proceedings of the IEEE International Conference on Acoustics, 2024

Multi-Modal Retrieval For Large Language Model Based Speech Recognition.

Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Federated Representation Learning for Automatic Speech Recognition.

Guruprasad V. Ramesh, Gopinath Chennupati, Milind Rao, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo

CoRR, 2023

Using External Off-Policy Speech-To-Text Mappings in Contextual End-To-End Automated Speech Recognition.

David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister

CoRR, 2023

Distillation Strategies for Discriminative Speech Recognition Rescoring.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Personalized Predictive ASR for Latency Reduction in Voice Assistants.

Andreas Schwarz, Di He, Maarten Van Segbroeck, Mohammed Hethnawi, Ariya Rastrow

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Personalization for BERT-based Discriminative Speech Recognition Rescoring.

Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Scaling Laws for Discriminative Speech Recognition Rescoring Models.

Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Streaming Speech-to-Confusion Network Speech Recognition.

Denis Filimonov, Prabhat Pandey, Ariya Rastrow, Ankur Gandhe, Andreas Stolcke

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Lookahead When It Matters: Adaptive Non-causal Transformers for Streaming Neural Transducers.

Grant P. Strimel, Yi Xie, Brian John King, Martin Radfar, Ariya Rastrow, Athanasios Mouchtaris

Proceedings of the International Conference on Machine Learning, 2023

Dual-Attention Neural Transducers for Efficient Wake Word Spotting in Speech Recognition.

Saumya Y. Sahai, Jing Liu, Thejaswi Muniyappa, Kanthashree Mysore Sathyendra, Anastasios Alexandridis, Grant P. Strimel, Ross McGowan, Ariya Rastrow, Feng-Ju Chang, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2023

Federated Self-Learning with Weak Supervision for Speech Recognition.

Milind Rao, Gopinath Chennupati, Gautam Tiwari, Anit Kumar Sahu, Anirudh Raju, Ariya Rastrow, Jasha Droppo

Proceedings of the IEEE International Conference on Acoustics, 2023

Procter: Pronunciation-Aware Contextual Adapter For Personalized Speech Recognition In Neural Transducers.

Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant P. Strimel, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2023

Domain Adaptation with External Off-Policy Acoustic Catalogs for Scalable Contextual End-to-End Automated Speech Recognition.

David M. Chan, Shalini Ghosh, Ariya Rastrow, Björn Hoffmeister

Proceedings of the IEEE International Conference on Acoustics, 2023

Gated Contextual Adapters For Selective Contextual Biasing In Neural Transducers.

Anastasios Alexandridis, Kanthashree Mysore Sathyendra, Grant P. Strimel, Feng-Ju Chang, Ariya Rastrow, Nathan Susanj, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2023

Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.

Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Discriminative Speech Recognition Rescoring With Pre-Trained Language Models.

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Two-Pass Endpoint Detection for Speech Recognition.

Anirudh Raju, Aparna Khare, Di He, Ilya Sklyar, Long Chen, Sam Alptekin, Viet Anh Trinh, Zhe Zhang, Colin Vaz, Venkatesh Ravichandran, Roland Maas, Ariya Rastrow

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Accelerator-Aware Training for Transducer-Based Speech Recognition.

Suhaila M. Shakiah, Rupak Vignesh Swaminathan, Hieu Duy Nguyen, Raviteja Chinta, Tariq Afzal, Nathan Susanj, Athanasios Mouchtaris, Grant P. Strimel, Ariya Rastrow

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale.

Gopinath Chennupati, Milind Rao, Gurpreet Chadha, Aaron Eakin, Anirudh Raju, Gautam Tiwari, Anit Kumar Sahu, Ariya Rastrow, Jasha Droppo, Andy Oberlin, Buddha Nandanoor, Prahalad Venkataramanan, Zheng Wu, Pankaj Sitpure

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Do You Listen with one or two Microphones? A Unified ASR Model for Single and Multi-Channel Audio.

Gokce Keskin, Minhua Wu, Brian John King, Sri Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition.

Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Compute Cost Amortized Transformer for Streaming ASR.

Yi Xie, Jonathan Macoskey, Martin Radfar, Feng-Ju Chang, Brian John King, Ariya Rastrow, Athanasios Mouchtaris, Grant P. Strimel

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

On joint training with interfaces for spoken language understanding.

Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson, Zhe Zhang, Chul Lee, Bach Bui, Ariya Rastrow

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

RefTextLAS: Reference Text Biased Listen, Attend, and Spell Model For Accurate Reading Evaluation.

Phani Sankar Nidadavolu, Na Xu, Nick Jutila, Ravi Teja Gadde, Aswarth Abhilash Dara, Joseph Savold, Sapan Patel, Aaron Hoff, Veerdhawal Pande, Kevin Crews, Ankur Gandhe, Ariya Rastrow, Roland Maas

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

RescoreBERT: Discriminative Speech Recognition Rescoring With Bert.

Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2022

Caching Networks: Capitalizing on Common Speech for ASR.

Anastasios Alexandridis, Grant P. Strimel, Ariya Rastrow, Pavel Kveton, Jon Webb, Maurizio Omologo, Siegfried Kunzmann, Athanasios Mouchtaris

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

End-to-End Spoken Language Understanding using RNN-Transducer ASR.

Anirudh Raju, Gautam Tiwari, Milind Rao, Pranav Dheram, Bryan Anderson, Zhe Zhang, Bach Bui, Ariya Rastrow

CoRR, 2021

Streaming ResLSTM with Causal Mean Aggregation for Device-Directed Utterance Detection.

Xiaosu Tong, Che-Wei Huang, Sri Harish Mallidi, Shaun Joseph, Sonal Pareek, Chander Chandak, Ariya Rastrow, Roland Maas

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

wav2vec-C: A Self-Supervised Model for Speech Representation Learning.

Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End.

Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

FANS: Fusing ASR and NLU for On-Device SLU.

Martin Radfar, Athanasios Mouchtaris, Siegfried Kunzmann, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Amortized Neural Networks for Low-Latency Speech Recognition.

Jonathan Macoskey, Grant P. Strimel, Jinru Su, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Learning a Neural Diff for Speech Models.

Jonathan Macoskey, Grant P. Strimel, Ariya Rastrow

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Sparsification via Compressed Sensing for Automatic Speech Recognition.

Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow

Proceedings of the IEEE International Conference on Acoustics, 2021

DO as I Mean, Not as I Say: Sequence Loss Training for Spoken Language Understanding.

Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke

Proceedings of the IEEE International Conference on Acoustics, 2021

Joint ASR and Language Identification Using RNN-T: An Efficient Approach to Dynamic Language Switching.

Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann

Proceedings of the IEEE International Conference on Acoustics, 2021

Bifocal Neural ASR: Exploiting Keyword Spotting for Inference Optimization.

Jon Macoskey, Grant P. Strimel, Ariya Rastrow

Proceedings of the IEEE International Conference on Acoustics, 2021

Domain-Aware Neural Language Models for Speech Recognition.

Linda Liu, Yile Gu, Aditya Gourav, Ankur Gandhe, Shashank Kalmane, Denis Filimonov, Ariya Rastrow, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2021

REDAT: Accent-Invariant Representation for End-To-End ASR by Domain Adversarial Training with Relabeling.

Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas

Proceedings of the IEEE International Conference on Acoustics, 2021

Personalization Strategies for End-to-End Speech Recognition Systems.

Aditya Gourav, Linda Liu, Ankur Gandhe, Yile Gu, Guitang Lan, Xiangyang Huang, Shashank Kalmane, Gautam Tiwari, Denis Filimonov, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko

Proceedings of the IEEE International Conference on Acoustics, 2021

Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding.

Kai Wei, Thanh Tran, Feng-Ju Chang, Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Jing Liu, Anirudh Raju, Ross McGowan, Nathan Susanj, Ariya Rastrow, Grant P. Strimel

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Context-Aware Transformer Transducer for Speech Recognition.

Feng-Ju Chang, Jing Liu, Martin Radfar, Athanasios Mouchtaris, Maurizio Omologo, Ariya Rastrow, Siegfried Kunzmann

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

Attention-based Contextual Language Model Adaptation for Speech Recognition.

Richard Diehl Martinez, Scott Novotney, Ivan Bulyko, Ariya Rastrow, Andreas Stolcke, Ankur Gandhe

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion.

Vijay Ravi, Yile Gu, Ankur Gandhe, Ariya Rastrow, Linda Liu, Denis Filimonov, Scott Novotney, Ivan Bulyko

CoRR, 2020

Neural Composition: Learning to Generate from Multiple Models.

Denis Filimonov, Ravi Teja Gadde, Ariya Rastrow

CoRR, 2020

Streaming End-to-End Bilingual ASR Systems with Joint Language Identification.

Surabhi Punjabi, Harish Arsikere, Zeynab Raeesy, Chander Chandak, Nikhil Bhave, Ankish Bansal, Markus Müller, Sergio Murillo, Ariya Rastrow, Sri Garimella, Roland Maas, Mat Hans, Athanasios Mouchtaris, Siegfried Kunzmann

CoRR, 2020

Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses.

Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas

CoRR, 2020

Rescore in a Flash: Compact, Cache Efficient Hashing Data Structures for n-Gram Language Models.

Grant P. Strimel, Ariya Rastrow, Gautam Tiwari, Adrien Piérard, Jon Webb

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces.

Milind Rao, Anirudh Raju, Pranav Dheram, Bach Bui, Ariya Rastrow

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Audio-Attention Discriminative Language Model for ASR Rescoring.

Ankur Gandhe, Ariya Rastrow

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Neural Machine Translation for Multilingual Grapheme-to-Phoneme Conversion.

Alex Sokolov, Tracy Rohlin, Ariya Rastrow

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Scalable Multi Corpora Neural Language Models for ASR.

Anirudh Raju, Denis Filimonov, Gautam Tiwari, Guitang Lan, Ariya Rastrow

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

LSTM-Based Whisper Detection.

Zeynab Raeesy, Kellen Gillespie, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Scalable Language Model Adaptation for Spoken Dialogue Systems.

Ankur Gandhe, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Contextual Language Model Adaptation for Conversational Agents.

Anirudh Raju, Behnam Hedayatnia, Linda Liu, Ankur Gandhe, Chandra Khatri, Angeliki Metallinou, Anu Venkatesh, Ariya Rastrow

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Device-directed Utterance Detection.

Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Combining Acoustic Embeddings and Decoding Features for End-of-Utterance Detection in Real-Time Far-Field Speech Recognition Systems.

Roland Maas, Ariya Rastrow, Chengyuan Ma, Guitang Lan, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Domain-Specific Utterance End-Point Detection for Speech Recognition.

Roland Maas, Ariya Rastrow, Kyle Goehner, Gautam Tiwari, Shaun Joseph, Björn Hoffmeister

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

2016

LatticeRnn: Recurrent Neural Networks Over Lattices.

Faisal Ladhak, Ankur Gandhe, Markus Dreyer, Lambert Mathias, Ariya Rastrow, Björn Hoffmeister

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Accurate endpointing with expected pause duration.

Baiyang Liu, Björn Hoffmeister, Ariya Rastrow

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2012

Acoustically discriminative language model training with pseudo-hypothesis.

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

Speech Commun., 2012

Revisiting the Case for Explicit Syntactic Information in Language Models.

Ariya Rastrow, Sanjeev Khudanpur, Mark Dredze

Proceedings of the Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, 2012

Efficient Structured Language Modeling for Speech Recognition.

Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Fast Syntactic Analysis for Statistical Language Modeling via Substructure Sharing and Uptraining.

Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur

Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011

The subspace Gaussian mixture model - A structured model for speech recognition.

Daniel Povey, Lukás Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas

Comput. Speech Lang., 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

Adapting n-gram maximum entropy language models with conditional entropy regularization.

Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur

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

Efficient discriminative training of long-span language models.

Ariya Rastrow, Mark Dredze, Sanjeev Khudanpur

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

Subspace Gaussian Mixture Models for speech recognition.

Daniel Povey, Lukás Burget, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas

Proceedings of the IEEE International Conference on Acoustics, 2010

Approaches to automatic lexicon learning with limited training examples.

Nagendra Goel, Samuel Thomas, Mohit Agarwal, Pinar Akyazi, Lukás Burget, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Martin Karafiát, Daniel Povey, Ariya Rastrow, Richard C. Rose, Petr Schwarz

Proceedings of the IEEE International Conference on Acoustics, 2010

A novel estimation of feature-space MLLR for full-covariance models.

Arnab Ghoshal, Daniel Povey, Mohit Agarwal, Pinar Akyazi, Lukás Burget, Kai Feng, Ondrej Glembek, Nagendra Goel, Martin Karafiát, Ariya Rastrow, Richard C. Rose, Petr Schwarz, Samuel Thomas

Proceedings of the IEEE International Conference on Acoustics, 2010

Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models.

Lukás Burget, Petr Schwarz, Mohit Agarwal, Pinar Akyazi, Kai Feng, Arnab Ghoshal, Ondrej Glembek, Nagendra K. Goel, Martin Karafiát, Daniel Povey, Ariya Rastrow, Richard C. Rose, Samuel Thomas

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Unsupervised estimation of the language model scaling factor.

Christopher M. White, Ariya Rastrow, Sanjeev Khudanpur, Frederick Jelinek

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

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

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

2008

Combination of strongly and weakly constrained recognizers for reliable detection of OOVS.

Lukás Burget, Petr Schwarz, Pavel Matejka, Mirko Hannemann, Ariya Rastrow, Christopher M. White, Sanjeev Khudanpur, Hynek Hermansky, Jan Cernocký

Proceedings of the IEEE International Conference on Acoustics, 2008