Semi-supervised Acoustic Event Detection Based on Tri-training
Shi, Bowen, Sun, Ming, Kao, Chieh-Chi, Rozgic, Viktor, Matsoukas, Spyros, Wang, Chao
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
Contrastive Unsupervised Learning for Speech Emotion Recognition
Li, Mao, Yang, Bo, Levy, Joshua, Stolcke, Andreas, Rozgic, Viktor, Matsoukas, Spyros, Papayiannis, Constantinos, Bone, Daniel, Wang, Chao
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
Few-Shot Acoustic Event Detection Via Meta Learning
Shi, Bowen, Sun, Ming, Puvvada, Krishna C., Kao, Chieh-Chi, Matsoukas, Spyros, Wang, Chao
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Federated Self-Supervised Learning for Acoustic Event Classification
Feng, Meng, Kao, Chieh-Chi, Tang, Qingming, Sun, Ming, Rozgic, Viktor, Matsoukas, Spyros, Wang, Chao
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Domain adaptation via within-class covariance correction in I-vector based speaker recognition systems
Glembek, Ondrej, Ma, Jeff, Matejka, Pavel, Bing Zhang, Plchot, Oldrich, Burget, Lukas, Matsoukas, Spyros
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Developing a speaker identification system for the DARPA RATS project
Plchot, Oldrich, Matsoukas, Spyros, Matejka, Pavel, Dehak, Najim, Ma, Jeff, Cumani, S., Glembek, O., Hermansky, H., Mallidi, S. H., Mesgarani, N., Schwartz, R., Soufifar, M., Tan, Z. H., Thomas, S., Zhang, B., Zhou, X.
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
Published in 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (01.05.2013)
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Conference Proceeding
Max-pooling loss training of long short-term memory networks for small-footprint keyword spotting
Ming Sun, Raju, Anirudh, Tucker, George, Panchapagesan, Sankaran, Gengshen Fu, Mandal, Arindam, Matsoukas, Spyros, Strom, Nikko, Vitaladevuni, Shiv
Published in 2016 IEEE Spoken Language Technology Workshop (SLT) (01.12.2016)
Published in 2016 IEEE Spoken Language Technology Workshop (SLT) (01.12.2016)
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Conference Proceeding
A Re-Ranker Scheme For Integrating Large Scale NLU Models
Su, Chengwei, Gupta, Rahul, Ananthakrishnan, Shankar, Matsoukas, Spyros
Published in 2018 IEEE Spoken Language Technology Workshop (SLT) (01.12.2018)
Published in 2018 IEEE Spoken Language Technology Workshop (SLT) (01.12.2018)
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Conference Proceeding
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework
Parikh, Rahil, Sundar, Harshavardhan, Sun, Ming, Wang, Chao, Matsoukas, Spyros
Year of Publication 27.06.2022
Year of Publication 27.06.2022
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Journal Article
Low-Bit Quantization and Quantization-Aware Training for Small-Footprint Keyword Spotting
Mishchenko, Yuriy, Goren, Yusuf, Sun, Ming, Beauchene, Chris, Matsoukas, Spyros, Rybakov, Oleg, Vitaladevuni, Shiv Naga Prasad
Published in 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) (01.12.2019)
Published in 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) (01.12.2019)
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Conference Proceeding
Advances in transcription of broadcast news and conversational telephone speech within the combined EARS BBN/LIMSI system
Matsoukas, S., Gauvain, J.-L., Adda, G., Colthurst, T., Chia-Lin Kao, Kimball, O., Lamel, L., Lefevre, F., Ma, J.Z., Makhoul, J., Nguyen, L., Prasad, R., Schwartz, R., Schwenk, H., Bing Xiang
Published in IEEE transactions on audio, speech, and language processing (01.09.2006)
Published in IEEE transactions on audio, speech, and language processing (01.09.2006)
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Journal Article
Toward More Accurate and Generalizable Evaluation Metrics for Task-Oriented Dialogs
Komma, Abishek, Chandrasekarasastry, Nagesh Panyam, Leffel, Timothy, Goyal, Anuj, Metallinou, Angeliki, Matsoukas, Spyros, Galstyan, Aram
Year of Publication 06.06.2023
Year of Publication 06.06.2023
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Journal Article
Methods for integrating rule-based and statistical systems for Arabic to English machine translation: Machine Translation for Arabic
ZBIB, Rabih, KAYSER, Michael, MATSOUKAS, Spyros, MAKHOUL, John, NADER, Hazem, SOLIMAN, Hamdy, SAFADI, Rami
Published in Machine translation (2012)
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Published in Machine translation (2012)
Journal Article
Towards Data-efficient Modeling for Wake Word Spotting
Gao, Yixin, Mishchenko, Yuriy, Shah, Anish, Matsoukas, Spyros, Vitaladevuni, Shiv
Year of Publication 13.10.2020
Year of Publication 13.10.2020
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Journal Article
Federated Self-Supervised Learning for Acoustic Event Classification
Feng, Meng, Kao, Chieh-Chi, Tang, Qingming, Sun, Ming, Rozgic, Viktor, Matsoukas, Spyros, Wang, Chao
Year of Publication 22.03.2022
Year of Publication 22.03.2022
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Journal Article
Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery
Fazel-Zarandi, Maryam, Wang, Longshaokan, Tiwari, Aditya, Matsoukas, Spyros
Year of Publication 08.11.2019
Year of Publication 08.11.2019
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Journal Article