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Effects of Word Embeddings on Neural Network-based Pitch Accent Detection


Jun 07, 2018
Sabrina Stehwien, Ngoc Thang Vu, Antje Schweitzer

* This is an updated version of the paper that has been accepted at Speech Prosody 2018 and published on the ISCA archive. The updates consist of minor corrections that do not change the main conclusions in this work 

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Investigations on End-to-End Audiovisual Fusion


Apr 30, 2018
Michael Wand, Ngoc Thang Vu, Juergen Schmidhuber

* Proceedings of the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, pages 3041 - 3045 
* Published at ICASSP 2018 

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Introducing two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness


Apr 19, 2018
Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

* The 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2018) 

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Lexico-acoustic Neural-based Models for Dialog Act Classification


Mar 02, 2018
Daniel Ortega, Ngoc Thang Vu

* 5 pages, 1 figure, 2018 International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018) 

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Cross-lingual and Multilingual Speech Emotion Recognition on English and French


Mar 01, 2018
Michael Neumann, Ngoc Thang Vu

* ICASSP 2018, Calgary 

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Syntactic and Semantic Features For Code-Switching Factored Language Models


Oct 04, 2017
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz

* IEEE/ACM Transactions on Audio, Speech, and Language Processing (Volume: 23, Issue: 3, March 2015) 

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Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking


Aug 09, 2017
Glorianna Jagfeld, Ngoc Thang Vu

* Speech-Centric Natural Language Processing Workshop @EMNLP 2017 

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Neural-based Context Representation Learning for Dialog Act Classification


Aug 08, 2017
Daniel Ortega, Ngoc Thang Vu

* 5 pages, 1 figure, SIGDIAL 2017 

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Improving coreference resolution with automatically predicted prosodic information


Jul 28, 2017
Ina Rösiger, Sabrina Stehwien, Arndt Riester, Ngoc Thang Vu

* 1st Workshop on Speech-Centric Natural Language Processing (SCNLP) at EMNLP 2017; 6 pages, 1 figure 

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Hierarchical Embeddings for Hypernymy Detection and Directionality


Jul 23, 2017
Kim Anh Nguyen, Maximilian Köper, Sabine Schulte im Walde, Ngoc Thang Vu

* 11 pages, accepted as long paper at EMNLP 2017 

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