Spyros Matsoukas

According to our database, Spyros Matsoukas authored at least 70 papers between 1997 and 2023.

Collaborative distances:

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

2023

Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs.

Abishek Komma, Nagesh Panyam Chandrasekarasastry, Timothy Leffel, Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas, Aram Galstyan

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework.

Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas

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

Federated Self-Supervised Learning for Acoustic Event Classification.

Meng Feng, Chieh-Chi Kao, Qingming Tang, Ming Sun, Viktor Rozgic, Spyros Matsoukas, Chao Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Contrastive Unsupervised Learning for Speech Emotion Recognition.

Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems.

Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Few-Shot Acoustic Event Detection Via Meta Learning.

Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Towards Data-Efficient Modeling for Wake Word Spotting.

Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Joint Turn and Dialogue level User Satisfaction Estimation on Mulit-Domain Conversations.

Praveen Kumar Bodigutla, Aditya Tiwari, Spyros Matsoukas, Josep Valls-Vargas, Lazaros Polymenakos

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Active Learning for New Domains in Natural Language Understanding.

Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Compression of Acoustic Event Detection Models with Quantized Distillation.

Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang

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

Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword Spotting.

Yuriy Mishchenko, Yusuf Goren, Ming Sun, Chris Beauchene, Spyros Matsoukas, Oleg Rybakov, Shiv Naga Prasad Vitaladevuni

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Semi-supervised Acoustic Event Detection Based on Tri-training.

Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Re-Ranker Scheme For Integrating Large Scale NLU Models.

Chengwei Su, Rahul Gupta, Shankar Ananthakrishnan, Spyros Matsoukas

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Parsing Coordination For Spoken Language Understanding.

Sanchit Agarwal, Rahul Goel, Tagyoung Chung, Abhishek Sethi, Arindam Mandal, Spyros Matsoukas

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

The Alexa Meaning Representation Language.

Thomas Kollar, Danielle Berry, Lauren Stuart, Karolina Owczarzak, Tagyoung Chung, Lambert Mathias, Michael Kayser, Bradford Snow, Spyros Matsoukas

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents.

Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

2017

Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting.

Ming Sun, David Snyder, Yixin Gao, Varun K. Nagaraja, Mike Rodehorst, Sankaran Panchapagesan, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni

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

An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting.

Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting.

Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting.

Sankaran Panchapagesan, Ming Sun, Aparna Khare, Spyros Matsoukas, Arindam Mandal, Björn Hoffmeister, Shiv Vitaladevuni

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

2015

fMLLR based feature-space speaker adaptation of DNN acoustic models.

Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella

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

Robust i-vector based adaptation of DNN acoustic model for speech recognition.

Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi

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

2014

Domain adaptation via within-class covariance correction in I-vector based speaker recognition systems.

Ondrej Glembek, Jeff Z. Ma, Pavel Matejka, Bing Zhang, Oldrich Plchot, Lukás Burget, Spyros Matsoukas

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

BBN's Systems for the Chinese-English Sub-task of the NTCIR-10 PatentMT Evaluation.

Zhongqiang Huang, Jacob Devlin, Spyros Matsoukas

Proceedings of the 10th NTCIR Conference on Evaluation of Information Access Technologies, 2013

Systematic Comparison of Professional and Crowdsourced Reference Translations for Machine Translation.

Rabih Zbib, Gretchen Markiewicz, Spyros Matsoukas, Richard M. Schwartz, John Makhoul

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Improvements in language identification on the RATS noisy speech corpus.

Jeff Z. Ma, Bing Zhang, Spyros Matsoukas, Sri Harish Reddy Mallidi, Feipeng Li, Hynek Hermansky

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Developing a speaker identification system for the DARPA RATS project.

Oldrich Plchot, Spyros Matsoukas, Pavel Matejka, Najim Dehak, Jeff Z. Ma, Sandro Cumani, Ondrej Glembek, Hynek Hermansky, Sri Harish Reddy Mallidi, Nima Mesgarani, Richard M. Schwartz, Mehdi Soufifar, Zheng-Hua Tan, Samuel Thomas, Bing Zhang, Xinhui Zhou

Proceedings of the IEEE International Conference on Acoustics, 2013

Leveraging Arabic-English Bilingual Corpora with Crowd Sourcing-Based Annotation for Arabic-Hebrew SMT.

Manish Gaurav, Guruprasad Saikumar, Amit Srivastava, Premkumar Natarajan, Shankar Ananthakrishnan, Spyros Matsoukas

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2013

2012

Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding.

Antti-Veikko I. Rosti, Xiaodong He, Damianos G. Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason Smith, Bing Zhang

Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Machine Translation of Arabic Dialects.

Rabih Zbib, Erika Malchiodi, Jacob Devlin, David Stallard, Spyros Matsoukas, Richard M. Schwartz, John Makhoul, Omar Zaidan, Chris Callison-Burch

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Trait-Based Hypothesis Selection For Machine Translation.

Jacob Devlin, Spyros Matsoukas

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

White Listing and Score Normalization for Keyword Spotting of Noisy Speech.

Bing Zhang, Richard M. Schwartz, Stavros Tsakalidis, Long Nguyen, Spyros Matsoukas

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

Acoustic and Data-driven Features for Robust Speech Activity Detection.

Samuel Thomas, Sri Harish Reddy Mallidi, Thomas Janu, Hynek Hermansky, Nima Mesgarani, Xinhui Zhou, Shihab A. Shamma, Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas

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

Developing a Speech Activity Detection System for the DARPA RATS Program.

Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas, Xinhui Zhou, Nima Mesgarani, Karel Veselý, Pavel Matejka

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

Patrol Team Language Identification System for DARPA RATS P1 Evaluation.

Pavel Matejka, Oldrich Plchot, Mehdi Soufifar, Ondrej Glembek, Luis Fernando D'Haro, Karel Veselý, Frantisek Grézl, Jeff Z. Ma, Spyros Matsoukas, Najim Dehak

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

2011

Expected BLEU Training for Graphs: BBN System Description for WMT11 System Combination Task.

Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

BBN's Systems for the Chinese-English Sub-task of the NTCIR-9 PatentMT Evaluation.

Jeff Z. Ma, Spyros Matsoukas

Proceedings of the 9th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2011

Improving Low-Resource Statistical Machine Translation with a Novel Semantic Word Clustering Algorithm.

Jeff Z. Ma, Spyros Matsoukas, Richard M. Schwartz

Proceedings of Machine Translation Summit XIII: Papers, 2011

System Combination Using Discriminative Cross-Adaptation.

Jacob Devlin, Antti-Veikko I. Rosti, Sankaranarayanan Ananthakrishnan, Spyros Matsoukas

Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010

Decision Trees for Lexical Smoothing in Statistical Machine Translation.

Rabih Zbib, Spyros Matsoukas, Richard M. Schwartz, John Makhoul

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

BBN System Description for WMT10 System Combination Task.

Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition.

Rohit Prasad, Matin Kamali, David Belanger, Antti-Veikko I. Rosti, Spyros Matsoukas, Prem Natarajan

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Statistical Machine Translation with a Factorized Grammar.

Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009

Incremental Hypothesis Alignment with Flexible Matching for Building Confusion Networks: BBN System Description for WMT09 System Combination Task.

Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

Effective Use of Linguistic and Contextual Information for Statistical Machine Translation.

Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas, Ralph M. Weischedel

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

Discriminative Corpus Weight Estimation for Machine Translation.

Spyros Matsoukas, Antti-Veikko I. Rosti, Bing Zhang

Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009

2008

Incremental Hypothesis Alignment for Building Confusion Networks with Application to Machine Translation System Combination.

Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the Third Workshop on Statistical Machine Translation, 2008

2007

Integrating Speech Recognition and Machine Translation.

Spyros Matsoukas, Ivan Bulyko, Bing Xiang, Kham Nguyen, Richard M. Schwartz, John Makhoul

Proceedings of the IEEE International Conference on Acoustics, 2007

Speech Recognition System Combination for Machine Translation.

Mark J. F. Gales, Xunying Liu, Rohit Sinha, Philip C. Woodland, Kai Yu, Spyros Matsoukas, Tim Ng, Kham Nguyen, Long Nguyen, Jean-Luc Gauvain, Lori Lamel, Abdelkhalek Messaoudi

Proceedings of the IEEE International Conference on Acoustics, 2007

Language Model Adaptation in Machine Translation from Speech.

Ivan Bulyko, Spyros Matsoukas, Richard M. Schwartz, Long Nguyen, John Makhoul

Proceedings of the IEEE International Conference on Acoustics, 2007

Bayesian adaptation in HMM training and decoding using a mixture of feature transforms.

Stavros Tsakalidis, Spyros Matsoukas

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

2006

Recent progress on the discriminative region-dependent transform for speech feature extraction.

Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Unsupervised Training on Large Amounts of Broadcast News Data.

Jeff Z. Ma, Spyros Matsoukas, Owen Kimball, Richard M. Schwartz

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

Discriminatively Trained Region Dependent Feature Transforms for Speech Recognition.

Bing Zhang, Spyros Matsoukas, Richard M. Schwartz

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

2005

The 2004 BBN/LIMSI 20xRT English conversational telephone speech recognition system.

Rohit Prasad, Spyros Matsoukas, Chia-Lin Kao, Jeff Z. Ma, Dongxin Xu, Thomas Colthurst, Owen Kimball, Richard M. Schwartz, Jean-Luc Gauvain, Lori Lamel, Holger Schwenk, Gilles Adda, Fabrice Lefèvre

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

The BBN RT04 English broadcast news transcription system.

Long Nguyen, Bing Xiang, Mohamed Afify, Sherif M. Abdou, Spyros Matsoukas, Richard M. Schwartz, John Makhoul

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

The 2004 BBN 1xRT recognition systems for English broadcast news and conversational telephone speech.

Spyros Matsoukas, Rohit Prasad, Srinivas Laxminarayan, Bing Xiang, Long Nguyen, Richard M. Schwartz

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

Improvements to the BBN RT04 Mandarin conversational telephone speech recognition system.

Jeff Z. Ma, Spyros Matsoukas

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

Cluster-Dependent Acoustic Modeling.

Bing Xiang, Long Nguyen, Spyros Matsoukas, Richard M. Schwartz

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Minimum Phoneme Error Based Heteroscedastic Linear Discriminant Analysis for Speech Recognition.

Bing Zhang, Spyros Matsoukas

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Speech recognition in multiple languages and domains: the 2003 BBN/LIMSI EARS system.

Richard M. Schwartz, Thomas Colthurst, Nicolae Duta, Herbert Gish, Rukmini Iyer, Chia-Lin Kao, Daben Liu, Owen Kimball, Jeff Z. Ma, John Makhoul, Spyros Matsoukas, Long Nguyen, Mohammed Noamany, Rohit Prasad, Bing Xiang, Dongxin Xu, Jean-Luc Gauvain, Lori Lamel, Holger Schwenk, Gilles Adda, Langzhou Chen

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2002

The 2001 BYBLOS English large vocabulary conversational speech recognition system.

Spyros Matsoukas, Thomas Colthurst, Owen Kimball, Alex Solomonoff, Fred Richardson, Carl Quillen, Herbert Gish, Pierre L. Dognin

Proceedings of the IEEE International Conference on Acoustics, 2002

2000

The BBN Byblos 2000 conversational Mandarin LVCSR system.

Han Shu, Chuck Wooters, Owen Kimball, Thomas Colthurst, Fred Richardson, Spyros Matsoukas, Herbert Gish

Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999

Further advances in transcription of broadcast news.

Long Nguyen, Spyros Matsoukas, Jason Davenport, Daben Liu, Jay Billa, Francis Kubala, John Makhoul

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Toward realtime transcription of broadcast news.

Jason Davenport, Long Nguyen, Spyros Matsoukas, Richard M. Schwartz, John Makhoul

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Convolutional density estimation in hidden Markov models for speech recognition.

Spyros Matsoukas, George Zavaliagkos

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Hidden Markov models for trajectory modeling.

Rukmini Iyer, Herbert Gish, Man-Hung Siu, George Zavaliagkos, Spyros Matsoukas

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

1997

Advances in transcription of broadcast news.

Francis Kubala, Hubert Jin, Spyros Matsoukas, Long Nguyen, Richard M. Schwartz, John Makhoul

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Broadcast news transcription.

Francis Kubala, Hubert Jin, Spyros Matsoukas, Long Nguyen, Richard M. Schwartz

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997