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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

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 

   Access Paper or Ask Questions

Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries



Yu-Hsuan Wang , Cheng-Tao Chung , Hung-yi Lee

* 5 pages, The code is available at https://github.com/allyoushawn/timit_gas.git 

   Access Paper or Ask Questions

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 

   Access Paper or Ask Questions

An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection



Cheng-Tao Chung , Cheng-Yu Tsai , Hsiang-Hung Lu , Chia-Hsiang Liu , Hung-yi Lee , Lin-shan Lee

* arXiv admin note: text overlap with arXiv:1506.02327 

   Access Paper or Ask Questions

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 

   Access Paper or Ask Questions

Unsupervised Spoken Term Detection with Spoken Queries by Multi-level Acoustic Patterns with Varying Model Granularity



Cheng-Tao Chung , Chun-an Chan , Lin-shan Lee

* Accepted by ICASSP 2014 

   Access Paper or Ask Questions

Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization



Cheng-Tao Chung , Chun-an Chan , Lin-shan Lee

* Accepted by ICASSP 2013 

   Access Paper or Ask Questions

A Multi-layered Acoustic Tokenizing Deep Neural Network (MAT-DNN) for Unsupervised Discovery of Linguistic Units and Generation of High Quality Features



Cheng-Tao Chung , Cheng-Yu Tsai , Hsiang-Hung Lu , Yuan-ming Liou , Yen-Chen Wu , Yen-Ju Lu , Hung-yi Lee , Lin-shan Lee

* submitted to Interspeech 2015 

   Access Paper or Ask Questions