Spyros Matsoukas

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 44

Top Topics

User Satisfaction

Language Understanding

Speech Recognition

Top Venues

Publications

Abishek Komma, Nagesh Panyam Chandrasekarasastry, Timothy Leffel, Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas, Aram Galstyan
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs. CoRR (2023)
Abishek Komma, Nagesh Panyam Chandrasekarasastry, Timothy Leffel, Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas, Aram Galstyan
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs. ACL (industry) (2023)
Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework. CoRR (2022)
Meng Feng, Chieh-Chi Kao, Qingming Tang, Ming Sun, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Federated Self-Supervised Learning for Acoustic Event Classification. ICASSP (2022)
Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework. INTERSPEECH (2022)
Meng Feng, Chieh-Chi Kao, Qingming Tang, Ming Sun, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Federated Self-Supervised Learning for Acoustic Event Classification. CoRR (2022)
Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang
Contrastive Unsupervised Learning for Speech Emotion Recognition. ICASSP (2021)
Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang
Contrastive Unsupervised Learning for Speech Emotion Recognition. CoRR (2021)
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration. CoRR (2021)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. EMNLP (1) (2021)
Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang
Few-Shot Acoustic Event Detection Via Meta Learning. ICASSP (2020)
Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni
Towards Data-Efficient Modeling for Wake Word Spotting. ICASSP (2020)
Dookun Park, Hao Yuan, Dongmin Kim, Yinglei Zhang, Spyros Matsoukas, Young-Bum Kim, Ruhi Sarikaya, Edward Guo, Yuan Ling, Kevin Quinn, Pham Hung, Benjamin Yao, Sungjin Lee
Large-scale Hybrid Approach for Predicting User Satisfaction with Conversational Agents. CoRR (2020)
Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang
Few-shot acoustic event detection via meta-learning. CoRR (2020)
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems. CoRR (2020)
Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni
Towards Data-efficient Modeling for Wake Word Spotting. CoRR (2020)
Praveen Kumar Bodigutla, Aditya Tiwari, Spyros Matsoukas, Josep Valls-Vargas, Lazaros Polymenakos
Joint Turn and Dialogue level User Satisfaction Estimation on Mulit-Domain Conversations. EMNLP (Findings) (2020)
Praveen Kumar Bodigutla, Aditya Tiwari, Josep Valls-Vargas, Lazaros Polymenakos, Spyros Matsoukas
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations. CoRR (2020)
Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors. CoRR (2020)
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Semi-supervised Acoustic Event Detection based on tri-training. CoRR (2019)
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Compression of Acoustic Event Detection Models with Quantized Distillation. INTERSPEECH (2019)
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Compression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training. CoRR (2019)
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Compression of Acoustic Event Detection Models With Quantized Distillation. CoRR (2019)
Yuriy Mishchenko, Yusuf Goren, Ming Sun, Chris Beauchene, Spyros Matsoukas, Oleg Rybakov, Shiv Naga Prasad Vitaladevuni
Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword Spotting. ICMLA (2019)
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas
Active Learning for New Domains in Natural Language Understanding. NAACL-HLT (2) (2019)
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang
Semi-supervised Acoustic Event Detection Based on Tri-training. ICASSP (2019)
Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas
Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation. CoRR (2019)
Praveen Kumar Bodigutla, Lazaros Polymenakos, Spyros Matsoukas
Multi-domain Conversation Quality Evaluation via User Satisfaction Estimation. CoRR (2019)
Maryam Fazel-Zarandi, Longshaokan Wang, Aditya Tiwari, Spyros Matsoukas
Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery. CoRR (2019)
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas
Active Learning for New Domains in Natural Language Understanding. CoRR (2018)
Chengwei Su, Rahul Gupta, Shankar Ananthakrishnan, Spyros Matsoukas
A Re-ranker Scheme for Integrating Large Scale NLU models. CoRR (2018)
Sanchit Agarwal, Rahul Goel, Tagyoung Chung, Abhishek Sethi, Arindam Mandal, Spyros Matsoukas
Parsing Coordination For Spoken Language Understanding. SLT (2018)
Thomas Kollar, Danielle Berry, Lauren Stuart, Karolina Owczarzak, Tagyoung Chung, Lambert Mathias, Michael Kayser, Bradford Snow, Spyros Matsoukas
The Alexa Meaning Representation Language. NAACL-HLT (3) (2018)
Sanchit Agarwal, Rahul Goel, Tagyoung Chung, Abhishek Sethi, Arindam Mandal, Spyros Matsoukas
Parsing Coordination for Spoken Language Understanding. CoRR (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. INTERSPEECH (2018)
Chengwei Su, Rahul Gupta, Shankar Ananthakrishnan, Spyros Matsoukas
A Re-Ranker Scheme For Integrating Large Scale NLU Models. SLT (2018)
Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents. CoRR (2018)
Sri Harish Reddy Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister
Device-directed Utterance Detection. CoRR (2018)
Anuj Kumar Goyal, Angeliki Metallinou, Spyros Matsoukas
Fast and Scalable Expansion of Natural Language Understanding Functionality for Intelligent Agents. NAACL-HLT (3) (2018)
Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni
Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting. CoRR (2017)
Ming Sun, Andreas Schwarz, Minhua Wu, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni
An Empirical Study of Cross-Lingual Transfer Learning Techniques for Small-Footprint Keyword Spotting. ICMLA (2017)
Ming Sun, David Snyder, Yixin Gao, Varun K. Nagaraja, Mike Rodehorst, Sankaran Panchapagesan, Nikko Strom, Spyros Matsoukas, Shiv Vitaladevuni
Compressed Time Delay Neural Network for Small-Footprint Keyword Spotting. INTERSPEECH (2017)
Sankaran Panchapagesan, Ming Sun, Aparna Khare, Spyros Matsoukas, Arindam Mandal, Björn Hoffmeister, Shiv Vitaladevuni
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting. INTERSPEECH (2016)
Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni
Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting. SLT (2016)
Sri Garimella, Arindam Mandal, Nikko Strom, Björn Hoffmeister, Spyros Matsoukas, Sree Hari Krishnan Parthasarathi
Robust i-vector based adaptation of DNN acoustic model for speech recognition. INTERSPEECH (2015)
Sree Hari Krishnan Parthasarathi, Björn Hoffmeister, Spyros Matsoukas, Arindam Mandal, Nikko Strom, Sri Garimella
fMLLR based feature-space speaker adaptation of DNN acoustic models. INTERSPEECH (2015)
Ondrej Glembek, Jeff Z. Ma, Pavel Matejka, Bing Zhang, Oldrich Plchot, Lukás Burget, Spyros Matsoukas
Domain adaptation via within-class covariance correction in I-vector based speaker recognition systems. ICASSP (2014)
Manish Gaurav, Guruprasad Saikumar, Amit Srivastava, Premkumar Natarajan, Shankar Ananthakrishnan, Spyros Matsoukas
Leveraging Arabic-English Bilingual Corpora with Crowd Sourcing-Based Annotation for Arabic-Hebrew SMT. CICLing (2) (2013)
Zhongqiang Huang, Jacob Devlin, Spyros Matsoukas
BBN's Systems for the Chinese-English Sub-task of the NTCIR-10 PatentMT Evaluation. NTCIR (2013)
Rabih Zbib, Gretchen Markiewicz, Spyros Matsoukas, Richard M. Schwartz, John Makhoul
Systematic Comparison of Professional and Crowdsourced Reference Translations for Machine Translation. HLT-NAACL (2013)
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
Developing a speaker identification system for the DARPA RATS project. ICASSP (2013)
Jeff Z. Ma, Bing Zhang, Spyros Matsoukas, Sri Harish Reddy Mallidi, Feipeng Li, Hynek Hermansky
Improvements in language identification on the RATS noisy speech corpus. INTERSPEECH (2013)
Rabih Zbib, Erika Malchiodi, Jacob Devlin, David Stallard, Spyros Matsoukas, Richard M. Schwartz, John Makhoul, Omar Zaidan, Chris Callison-Burch
Machine Translation of Arabic Dialects. HLT-NAACL (2012)
Pavel Matejka, Oldrich Plchot, Mehdi Soufifar, Ondrej Glembek, Luis Fernando D'Haro, Karel Veselý, Frantisek Grézl, Jeff Z. Ma, Spyros Matsoukas, Najim Dehak
Patrol Team Language Identification System for DARPA RATS P1 Evaluation. INTERSPEECH (2012)
Tim Ng, Bing Zhang, Long Nguyen, Spyros Matsoukas, Xinhui Zhou, Nima Mesgarani, Karel Veselý, Pavel Matejka
Developing a Speech Activity Detection System for the DARPA RATS Program. INTERSPEECH (2012)
Rabih Zbib, Michael Kayser, Spyros Matsoukas, John Makhoul, Hazem Nader, Hamdy Soliman, Rami Safadi
Methods for integrating rule-based and statistical systems for Arabic to English machine translation. Mach. Transl. 26 (1-2) (2012)
Jacob Devlin, Spyros Matsoukas
Trait-Based Hypothesis Selection For Machine Translation. HLT-NAACL (2012)
Antti-Veikko I. Rosti, Xiaodong He, Damianos G. Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason Smith, Bing Zhang
Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding. WMT@NAACL-HLT (2012)
Bing Zhang, Richard M. Schwartz, Stavros Tsakalidis, Long Nguyen, Spyros Matsoukas
White Listing and Score Normalization for Keyword Spotting of Noisy Speech. INTERSPEECH (2012)
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
Acoustic and Data-driven Features for Robust Speech Activity Detection. INTERSPEECH (2012)
Jacob Devlin, Antti-Veikko I. Rosti, Sankaranarayanan Ananthakrishnan, Spyros Matsoukas
System Combination Using Discriminative Cross-Adaptation. IJCNLP (2011)
Jeff Z. Ma, Spyros Matsoukas, Richard M. Schwartz
Improving Low-Resource Statistical Machine Translation with a Novel Semantic Word Clustering Algorithm. MTSummit (2011)
Jeff Z. Ma, Spyros Matsoukas
BBN's Systems for the Chinese-English Sub-task of the NTCIR-9 PatentMT Evaluation. NTCIR (2011)
Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
Expected BLEU Training for Graphs: BBN System Description for WMT11 System Combination Task. WMT@EMNLP (2011)
Rohit Prasad, Matin Kamali, David Belanger, Antti-Veikko I. Rosti, Spyros Matsoukas, Prem Natarajan
Consensus Network Based Hypotheses Combination for Arabic Offline Handwriting Recognition. ICPR (2010)
Rabih Zbib, Spyros Matsoukas, Richard M. Schwartz, John Makhoul
Decision Trees for Lexical Smoothing in Statistical Machine Translation. WMT@ACL (2010)
Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
BBN System Description for WMT10 System Combination Task. WMT@ACL (2010)
Libin Shen, Bing Zhang, Spyros Matsoukas, Jinxi Xu, Ralph M. Weischedel
Statistical Machine Translation with a Factorized Grammar. EMNLP (2010)
Libin Shen, Jinxi Xu, Bing Zhang, Spyros Matsoukas, Ralph M. Weischedel
Effective Use of Linguistic and Contextual Information for Statistical Machine Translation. EMNLP (2009)
Spyros Matsoukas, Antti-Veikko I. Rosti, Bing Zhang
Discriminative Corpus Weight Estimation for Machine Translation. EMNLP (2009)
Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
Incremental Hypothesis Alignment with Flexible Matching for Building Confusion Networks: BBN System Description for WMT09 System Combination Task. WMT@EACL (2009)
Antti-Veikko I. Rosti, Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
Incremental Hypothesis Alignment for Building Confusion Networks with Application to Machine Translation System Combination. WMT@ACL (2008)
Ivan Bulyko, Spyros Matsoukas, Richard M. Schwartz, Long Nguyen, John Makhoul
Language Model Adaptation in Machine Translation from Speech. ICASSP (4) (2007)
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
Speech Recognition System Combination for Machine Translation. ICASSP (4) (2007)
Spyros Matsoukas, Ivan Bulyko, Bing Xiang, Kham Nguyen, Richard M. Schwartz, John Makhoul
Integrating Speech Recognition and Machine Translation. ICASSP (4) (2007)
Stavros Tsakalidis, Spyros Matsoukas
Bayesian adaptation in HMM training and decoding using a mixture of feature transforms. ASRU (2007)
Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
Recent progress on the discriminative region-dependent transform for speech feature extraction. INTERSPEECH (2006)
Jeff Z. Ma, Spyros Matsoukas, Owen Kimball, Richard M. Schwartz
Unsupervised Training on Large Amounts of Broadcast News Data. ICASSP (3) (2006)
Bing Zhang, Spyros Matsoukas, Richard M. Schwartz
Discriminatively Trained Region Dependent Feature Transforms for Speech Recognition. ICASSP (1) (2006)
Bing Xiang, Long Nguyen, Spyros Matsoukas, Richard M. Schwartz
Cluster-Dependent Acoustic Modeling. ICASSP (1) (2005)
Spyros Matsoukas, Rohit Prasad, Srinivas Laxminarayan, Bing Xiang, Long Nguyen, Richard M. Schwartz
The 2004 BBN 1xRT recognition systems for English broadcast news and conversational telephone speech. INTERSPEECH (2005)
Long Nguyen, Bing Xiang, Mohamed Afify, Sherif M. Abdou, Spyros Matsoukas, Richard M. Schwartz, John Makhoul
The BBN RT04 English broadcast news transcription system. INTERSPEECH (2005)
Bing Zhang, Spyros Matsoukas
Minimum Phoneme Error Based Heteroscedastic Linear Discriminant Analysis for Speech Recognition. ICASSP (1) (2005)
Jeff Z. Ma, Spyros Matsoukas
Improvements to the BBN RT04 Mandarin conversational telephone speech recognition system. INTERSPEECH (2005)
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
The 2004 BBN/LIMSI 20xRT English conversational telephone speech recognition system. INTERSPEECH (2005)
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
Speech recognition in multiple languages and domains: the 2003 BBN/LIMSI EARS system. ICASSP (3) (2004)
Long Nguyen, Spyros Matsoukas, Jason Davenport, Francis Kubala, Richard M. Schwartz, John Makhoul
Progress in transcription of Broadcast News using Byblos. Speech Commun. 38 (1-2) (2002)
Spyros Matsoukas, Thomas Colthurst, Owen Kimball, Alex Solomonoff, Fred Richardson, Carl Quillen, Herbert Gish, Pierre L. Dognin
The 2001 BYBLOS English large vocabulary conversational speech recognition system. ICASSP (2002)
Han Shu, Chuck Wooters, Owen Kimball, Thomas Colthurst, Fred Richardson, Spyros Matsoukas, Herbert Gish
The BBN Byblos 2000 conversational Mandarin LVCSR system. INTERSPEECH (2000)
Long Nguyen, Spyros Matsoukas, Jason Davenport, Daben Liu, Jay Billa, Francis Kubala, John Makhoul
Further advances in transcription of broadcast news. EUROSPEECH (1999)
Jason Davenport, Long Nguyen, Spyros Matsoukas, Richard M. Schwartz, John Makhoul
Toward realtime transcription of broadcast news. EUROSPEECH (1999)
Spyros Matsoukas, George Zavaliagkos
Convolutional density estimation in hidden Markov models for speech recognition. ICASSP (1999)
Rukmini Iyer, Herbert Gish, Man-Hung Siu, George Zavaliagkos, Spyros Matsoukas
Hidden Markov models for trajectory modeling. ICSLP (1998)
Francis Kubala, Hubert Jin, Spyros Matsoukas, Long Nguyen, Richard M. Schwartz
Broadcast news transcription. ICASSP (1997)
Francis Kubala, Hubert Jin, Spyros Matsoukas, Long Nguyen, Richard M. Schwartz, John Makhoul
Advances in transcription of broadcast news. EUROSPEECH (1997)