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Unsupervised Discovery of Structured Acoustic Tokens with Applications to Spoken Term Detection



Cheng-Tao Chung , Lin-Shan Lee

* IEEE Transactions on Audio, Speech, and Language Processing 2017 

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Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts



Zih-Wei Lin , Tzu-Wei Sung , Hung-Yi Lee , Lin-Shan Lee

* Accepted by the 12th biannual IEEE workshop on Automatic Speech Recognition and Understanding (ASRU'17) 

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Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection



Cheng-Tao Chung , Cheng-Yu Tsai , Chia-Hsiang Liu , Lin-Shan Lee

* Accepted by IEEE/ACM Transactions on Audio Speech and Language Processing. arXiv admin note: text overlap with arXiv:1602.00426, arXiv:1506.02327 

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Hierarchical Attention Model for Improved Machine Comprehension of Spoken Content



Wei Fang , Jui-Yang Hsu , Hung-yi Lee , Lin-Shan Lee

* Copyright 2016 IEEE. Published in the 2016 IEEE Workshop on Spoken Language Technology (SLT 2016) 

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Personalizing Universal Recurrent Neural Network Language Model with User Characteristic Features by Social Network Crowdsouring



Bo-Hsiang Tseng , Hung-Yi Lee , Lin-Shan Lee

* IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2015), 13-17 Dec 2015, Scottsdale, Arizona, USA 

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Interactive Spoken Content Retrieval by Deep Reinforcement Learning



Yen-Chen Wu , Tzu-Hsiang Lin , Yang-De Chen , Hung-Yi Lee , Lin-Shan Lee

* Accepted conference paper: "The Annual Conference of the International Speech Communication Association (Interspeech), 2016" 

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Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine



Bo-Hsiang Tseng , Sheng-Syun Shen , Hung-Yi Lee , Lin-Shan Lee

* Accepted conference paper: "The Annual Conference of the International Speech Communication Association (Interspeech), 2016" 

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Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder



Yu-An Chung , Chao-Chung Wu , Chia-Hao Shen , Hung-Yi Lee , Lin-Shan Lee


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Enhancing Automatically Discovered Multi-level Acoustic Patterns Considering Context Consistency With Applications in Spoken Term Detection



Cheng-Tao Chung , Wei-Ning Hsu , Cheng-Yi Lee , Lin-Shan Lee

* Accepted by ICASSP 2015 

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