Ngoc Thang Vu

According to our database1, Ngoc Thang Vu authored at least 86 papers between 2009 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity.
CoRR, 2018

Comparing Attention-based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension.
CoRR, 2018

Densely Connected Convolutional Networks for Speech Recognition.
CoRR, 2018

Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition.
CoRR, 2018

Low-Resource Text Classification using Domain-Adversarial Learning.
CoRR, 2018

Effects of Word Embeddings on Neural Network-based Pitch Accent Detection.
CoRR, 2018

Investigations on End-to-End Audiovisual Fusion.
CoRR, 2018

Introducing two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness.
CoRR, 2018

Lexico-acoustic Neural-based Models for Dialog Act Classification.
CoRR, 2018

Cross-lingual and Multilingual Speech Emotion Recognition on English and French.
CoRR, 2018

Low-Resource Text Classification Using Domain-Adversarial Learning.
Proceedings of the Statistical Language and Speech Processing, 2018

Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

Investigations on End- to-End Audiovisual Fusion.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Lexico-Acoustic Neural-Based Models for Dialog Act Classification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

CRoss-lingual and Multilingual Speech Emotion Recognition on English and French.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension.
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

2017
Syntactic and Semantic Features For Code-Switching Factored Language Models.
CoRR, 2017

Neural-based Context Representation Learning for Dialog Act Classification.
CoRR, 2017

Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages.
CoRR, 2017

A General-Purpose Tagger with Convolutional Neural Networks.
CoRR, 2017

Prosodic Event Recognition using Convolutional Neural Networks with Context Information.
CoRR, 2017

Improving coreference resolution with automatically predicted prosodic information.
CoRR, 2017

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network.
CoRR, 2017

Hierarchical Embeddings for Hypernymy Detection and Directionality.
CoRR, 2017

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech.
CoRR, 2017

EncodingWord Confusion Networks with Recurrent Neural Networks for Dialog State Tracking.
CoRR, 2017

Neural-based Context Representation Learning for Dialog Act Classification.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Prosodic Event Recognition Using Convolutional Neural Networks with Context Information.
Proceedings of the Interspeech 2017, 2017

Attentive Convolutional Neural Network Based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech.
Proceedings of the Interspeech 2017, 2017

A General-Purpose Tagger with Convolutional Neural Networks.
Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017

Enriching ASR Lattices with POS Tags for Dependency Parsing.
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017

Improving coreference resolution with automatically predicted prosodic information.
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017

Hierarchical Embeddings for Hypernymy Detection and Directionality.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking.
Proceedings of the Workshop on Speech-Centric Natural Language Processing, 2017

Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
Combining Recurrent and Convolutional Neural Networks for Relation Classification.
CoRR, 2016

Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding.
CoRR, 2016

Neural-based Noise Filtering from Word Embeddings.
CoRR, 2016

Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction.
CoRR, 2016

Challenges of Computational Processing of Code-Switching.
CoRR, 2016

Combining Recurrent and Convolutional Neural Networks for Relation Classification.
Proceedings of the NAACL HLT 2016, 2016

Towards a text analysis system for political debates.
Proceedings of the 10th SIGHUM Workshop on Language Technology for Cultural Heritage, 2016

Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016

Exploring the Correlation of Pitch Accents and Semantic Slots for Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016

Cross-Gender and Cross-Dialect Tone Recognition for Vietnamese.
Proceedings of the Interspeech 2016, 2016

Bi-directional recurrent neural network with ranking loss for spoken language understanding.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Neural-based Noise Filtering from Word Embeddings.
Proceedings of the COLING 2016, 2016

Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Challenges of Computational Processing of Code-Switching.
Proceedings of the Second Workshop on Computational Approaches to Code Switching@EMNLP 2016, 2016

2015
Syntactic and Semantic Features For Code-Switching Factored Language Models.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

A Linguistically Informed Convolutional Neural Network.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015

CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

2014
Automatic Speech Recognition for Low-resource Languages and Accents Using Multilingual and Crosslingual Information.
PhD thesis, 2014

Features for factored language models for code-Switching speech.
Proceedings of the 4th Workshop on Spoken Language Technologies for Under-resourced Languages, 2014

Investigating the learning effect of multilingual bottle-neck features for ASR.
Proceedings of the INTERSPEECH 2014, 2014

Improving ASR performance on non-native speech using multilingual and crosslingual information.
Proceedings of the INTERSPEECH 2014, 2014

BioKIT - real-time decoder for biosignal processing.
Proceedings of the INTERSPEECH 2014, 2014

Combining recurrent neural networks and factored language models during decoding of code-Switching speech.
Proceedings of the INTERSPEECH 2014, 2014

Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding.
Proceedings of the INTERSPEECH 2014, 2014

Multilingual deep neural network based acoustic modeling for rapid language adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech.
Proceedings of the First Workshop on Computational Approaches to Code Switching@EMNLP 2014, 2014

2013
An Investigation of Code-Switching Attitude Dependent Language Modeling.
Proceedings of the Statistical Language and Speech Processing, 2013

Multilingual multilayer perceptron for rapid language adaptation between and across language families.
Proceedings of the INTERSPEECH 2013, 2013

Unsupervised language model adaptation for automatic speech recognition of broadcast news using web 2.0.
Proceedings of the INTERSPEECH 2013, 2013

Experiments towards a better LVCSR system for tamil.
Proceedings of the INTERSPEECH 2013, 2013

GlobalPhone: A multilingual text & speech database in 20 languages.
Proceedings of the IEEE International Conference on Acoustics, 2013

Recurrent neural network language modeling for code switching conversational speech.
Proceedings of the IEEE International Conference on Acoustics, 2013

Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Integration of language identification into a recognition system for spoken conversations containing code-Switches.
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012

Multilingual bottle-neck features and its application for under-resourced languages.
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012

Hausa large vocabulary continuous speech recognition.
Proceedings of the Third Workshop on Spoken Language Technologies for Under-resourced Languages, 2012

Initialization Schemes for Multilayer Perceptron Training and their Impact on ASR Performance using Multilingual Data.
Proceedings of the INTERSPEECH 2012, 2012

Automatic Error Recovery for Pronunciation Dictionaries.
Proceedings of the INTERSPEECH 2012, 2012

Modeling gender dependency in the Subspace GMM framework.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A first speech recognition system for Mandarin-English code-switch conversational speech.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Generating exact lattices in the WFST framework.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Initial Experiments with Tamil LVCSR.
Proceedings of the 2012 International Conference on Asian Language Processing, 2012

2011

Rapid Building of an ASR System for Under-Resourced Languages Based on Multilingual Unsupervised Training.
Proceedings of the INTERSPEECH 2011, 2011

Cross-language bootstrapping based on completely unsupervised training using multilingual A-stabil.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Optimization on Vietnamese large vocabulary speech recognition.
Proceedings of the 2nd Workshop on Spoken Language Technologies for Under-Resourced Languages, 2010

Multilingual a-stabil: A new confidence score for multilingual unsupervised training.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Rapid bootstrapping of five eastern european languages using the rapid language adaptation toolkit.
Proceedings of the INTERSPEECH 2010, 2010

2009
Vietnamese large vocabulary continuous speech recognition.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009


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