Cheng-Tao Chung

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 9

Top Topics

Weakly Supervised

Semantic Retrieval

Recurrent Neural Networks

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Cheng-Tao Chung, Lin-Shan Lee
Unsupervised Discovery of Structured Acoustic Tokens With Applications to Spoken Term Detection. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Cheng-Tao Chung, Cheng-Yu Tsai, Chia-Hsiang Liu, Lin-Shan Lee
Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection. CoRR (2017)
Yu-Hsuan Wang, Cheng-Tao Chung, Hung-yi Lee
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries. INTERSPEECH (2017)
Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee
Personalized acoustic modeling by weakly supervised multi-task deep learning using acoustic tokens discovered from unlabeled data. ICASSP (2017)
Cheng-Tao Chung, Cheng-Yu Tsai, Chia-Hsiang Liu, Lin-Shan Lee
Unsupervised Iterative Deep Learning of Speech Features and Acoustic Tokens with Applications to Spoken Term Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (10) (2017)
Cheng-Tao Chung, Lin-Shan Lee
Unsupervised Discovery of Structured Acoustic Tokens with Applications to Spoken Term Detection. CoRR (2017)
Yu-Hsuan Wang, Cheng-Tao Chung, Hung-yi Lee
Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries. CoRR (2017)
Cheng-Kuang Wei, Cheng-Tao Chung, Hung-yi Lee, Lin-Shan Lee
Personalized Acoustic Modeling by Weakly Supervised Multi-Task Deep Learning using Acoustic Tokens Discovered from Unlabeled Data. CoRR (2017)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-Shan Lee
An Iterative Deep Learning Framework for Unsupervised Discovery of Speech Features and Linguistic Units with Applications on Spoken Term Detection. CoRR (2016)
Cheng-Tao Chung, Wei-Ning Hsu, Cheng-Yi Lee, Lin-Shan Lee
Enhancing automatically discovered multi-level acoustic patterns considering context consistency with applications in spoken term detection. ICASSP (2015)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised Spoken Term Detection with Spoken Queries by Multi-level Acoustic Patterns with Varying Model Granularity. CoRR (2015)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Yuan-ming Liou, Yen-Chen Wu, Yen-Ju Lu, Hung-yi Lee, Lin-Shan Lee
A Multi-layered Acoustic Tokenizing Deep Neural Network (MAT-DNN) for Unsupervised Discovery of Linguistic Units and Generation of High Quality Features. CoRR (2015)
Cheng-Tao Chung, Cheng-Yu Tsai, Hsiang-Hung Lu, Chia-Hsiang Liu, Hung-yi Lee, Lin-Shan Lee
An iterative deep learning framework for unsupervised discovery of speech features and linguistic units with applications on spoken term detection. ASRU (2015)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised Discovery of Linguistic Structure Including Two-level Acoustic Patterns Using Three Cascaded Stages of Iterative Optimization. CoRR (2015)
Cheng-Tao Chung, Yang-de Chen
NTU System at MediaEval 2015: Zero Resource Query by Example Spoken Term Detection using Deep and Recurrent Neural Networks. MediaEval (2015)
Cheng-Tao Chung, Wei-Ning Hsu, Cheng-Yi Lee, Lin-Shan Lee
Enhancing Automatically Discovered Multi-level Acoustic Patterns Considering Context Consistency With Applications in Spoken Term Detection. CoRR (2015)
Cheng-Tao Chung, Hsin-Kuan Hsiung, Cheng-Kuang Wei, Lin-Shan Lee
Towards personalized video summarization using synchronized comments and Probabilistic Latent Semantic Analysis. GCCE (2014)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised spoken term detection with spoken queries by multi-level acoustic patterns with varying model granularity. ICASSP (2014)
Cheng-Tao Chung, Hsin-Kuan Hsiung, Cheng-Kuang Wei, Lin-Shan Lee
Personalized video summarization based on Multi-Layered Probabilistic Latent Semantic Analysis with shared topics. ISCSLP (2014)
Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Unsupervised discovery of linguistic structure including two-level acoustic patterns using three cascaded stages of iterative optimization. ICASSP (2013)
Chun-an Chan, Cheng-Tao Chung, Yu-Hsin Kuo, Lin-Shan Lee
Toward unsupervised model-based spoken term detection with spoken queries without annotated data. ICASSP (2013)
Yun-Chiao Li, Hung-yi Lee, Cheng-Tao Chung, Chun-an Chan, Lin-Shan Lee
Towards unsupervised semantic retrieval of spoken content with query expansion based on automatically discovered acoustic patterns. ASRU (2013)
Hung-yi Lee, Yun-Chiao Li, Cheng-Tao Chung, Lin-Shan Lee
Enhancing query expansion for semantic retrieval of spoken content with automatically discovered acoustic patterns. ICASSP (2013)