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


Jun 27, 2022
Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas

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* Accepted at ISCA Interspeech 2022 

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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

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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

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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

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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

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Towards Data-efficient Modeling for Wake Word Spotting


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

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* Proc. ICASSP 2020 

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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

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* Findings of EMNLP, 2020 

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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

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

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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

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* ICASSP 2020 

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Multi-domain Conversation Quality Evaluation via User Satisfaction Estimation


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

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* 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 

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