371 citations · 2.1k across the 193 of their papers we have counts for
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Towards Structured Deep Neural Network for Automatic Speech Recognition
Yi-Hsiu Liao, Hung-yi Lee, Lin-shan Lee
In this paper we propose the Structured Deep Neural Network (structured DNN) as a structured and deep learning framework. This approach can learn to find the best structured object…
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 +5
This paper summarizes the work done by the authors for the Zero Resource Speech Challenge organized in the technical program of Interspeech 2015. The goal of the challenge is to di…
Towards Structured Deep Neural Network for Automatic Speech Recognition
Yi-Hsiu Liao, Hung-Yi Lee, Lin-shan Lee
In this paper we propose the Structured Deep Neural Network (Structured DNN) as a structured and deep learning algorithm, learning to find the best structured object (such as a lab…
Personalizing Universal Recurrent Neural Network Language Model with User Characteristic Features by Social Network Crowdsouring
Bo-Hsiang Tseng, Hung-Yi Lee, Lin-Shan Lee
With the popularity of mobile devices, personalized speech recognizer becomes more realizable today and highly attractive. Each mobile device is primarily used by a single user, so…