Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Spyros Matsoukas

Federated Self-Supervised Learning for Acoustic Event Classification


Mar 22, 2022
Meng Feng, Chieh-Chi Kao, Qingming Tang, Ming Sun, Viktor Rozgic, Spyros Matsoukas, Chao Wang


  Access Paper or Ask Questions

Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration


Mar 04, 2021
Han Li, Sunghyun Park, Aswarth Dara, Jinseok Nam, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya


  Access Paper or Ask Questions

Contrastive Unsupervised Learning for Speech Emotion Recognition


Feb 12, 2021
Mao Li, Bo Yang, Joshua Levy, Andreas Stolcke, Viktor Rozgic, Spyros Matsoukas, Constantinos Papayiannis, Daniel Bone, Chao Wang


  Access Paper or Ask Questions

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


Oct 23, 2020
Sunghyun Park, Han Li, Ameen Patel, Sidharth Mudgal, Sungjin Lee, Young-Bum Kim, Spyros Matsoukas, Ruhi Sarikaya


  Access Paper or Ask Questions

Towards Data-efficient Modeling for Wake Word Spotting


Oct 13, 2020
Yixin Gao, Yuriy Mishchenko, Anish Shah, Spyros Matsoukas, Shiv Vitaladevuni

* Proc. ICASSP 2020 

  Access Paper or Ask Questions

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


Oct 08, 2020
Praveen Kumar Bodigutla, Aditya Tiwari, Josep Valls Vargas, Lazaros Polymenakos, Spyros Matsoukas

* Findings of EMNLP, 2020 

  Access Paper or Ask Questions

Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors


Jun 10, 2020
Longshaokan Wang, Maryam Fazel-Zarandi, Aditya Tiwari, Spyros Matsoukas, Lazaros Polymenakos

* To be presented at 2nd Workshop on NLP for ConvAI, ACL 2020 

  Access Paper or Ask Questions

Few-shot acoustic event detection via meta-learning


Feb 21, 2020
Bowen Shi, Ming Sun, Krishna C. Puvvada, Chieh-Chi Kao, Spyros Matsoukas, Chao Wang

* ICASSP 2020 

  Access Paper or Ask Questions

Multi-domain Conversation Quality Evaluation via User Satisfaction Estimation


Nov 18, 2019
Praveen Kumar Bodigutla, Lazaros Polymenakos, Spyros Matsoukas

* The 3rd Conversational AI workshop: Today's practice and tomorrow's potential at NeurIPS 2019. arXiv admin note: substantial text overlap with arXiv:1908.07064 

  Access Paper or Ask Questions

Investigation of Error Simulation Techniques for Learning Dialog Policies for Conversational Error Recovery


Nov 08, 2019
Maryam Fazel-Zarandi, Longshaokan Wang, Aditya Tiwari, Spyros Matsoukas

* The 3rd Conversational AI workshop - today's practice and tomorrow's potential 

  Access Paper or Ask Questions

Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation


Aug 19, 2019
Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas

* Implications of Deep Learning for Dialog Modeling - Special session at SIGdial 2019 

  Access Paper or Ask Questions

Compression of Acoustic Event Detection Models With Quantized Distillation


Jul 01, 2019
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang

* Interspeech 2019 

  Access Paper or Ask Questions

Compression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training


May 02, 2019
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang

* NeuralPS 2018 CDNNRIA workshop 

  Access Paper or Ask Questions

Semi-supervised Acoustic Event Detection based on tri-training


Apr 29, 2019
Bowen Shi, Ming Sun, Chieh-Chi Kao, Viktor Rozgic, Spyros Matsoukas, Chao Wang

* 5 pages 

  Access Paper or Ask Questions

Parsing Coordination for Spoken Language Understanding


Oct 26, 2018
Sanchit Agarwal, Rahul Goel, Tagyoung Chung, Abhishek Sethi, Arindam Mandal, Spyros Matsoukas

* The paper was published in SLT 2018 conference 

  Access Paper or Ask Questions

Active Learning for New Domains in Natural Language Understanding


Oct 03, 2018
Stanislav Peshterliev, John Kearney, Abhyuday Jagannatha, Imre Kiss, Spyros Matsoukas

* Amazon Research Days 2018 

  Access Paper or Ask Questions

A Re-ranker Scheme for Integrating Large Scale NLU models


Sep 25, 2018
Chengwei Su, Rahul Gupta, Shankar Ananthakrishnan, Spyros Matsoukas

* 7 pages, Accepted to IEEE SLT-2018 

  Access Paper or Ask Questions

Device-directed Utterance Detection


Aug 07, 2018
Sri Harish Mallidi, Roland Maas, Kyle Goehner, Ariya Rastrow, Spyros Matsoukas, Björn Hoffmeister

* Interspeech 2018 (accepted) 

  Access Paper or Ask Questions

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


May 03, 2018
Anuj Goyal, Angeliki Metallinou, Spyros Matsoukas

* To appear in the Proceedings of NAACL-HLT 2018 (Industry Track) 

  Access Paper or Ask Questions

Max-Pooling Loss Training of Long Short-Term Memory Networks for Small-Footprint Keyword Spotting


May 05, 2017
Ming Sun, Anirudh Raju, George Tucker, Sankaran Panchapagesan, Gengshen Fu, Arindam Mandal, Spyros Matsoukas, Nikko Strom, Shiv Vitaladevuni

* Spoken Language Technology Workshop (SLT), 2016 IEEE (pp. 474-480). IEEE 

  Access Paper or Ask Questions