Search Results for author: Yi-Hsiu Liao

Found 4 papers, 0 papers with code

Efficient Inference For Neural Machine Translation

no code implementations EMNLP (sustainlp) 2020 Yi-Te Hsu, Sarthak Garg, Yi-Hsiu Liao, Ilya Chatsviorkin

Large Transformer models have achieved state-of-the-art results in neural machine translation and have become standard in the field.

Machine Translation Translation

Towards Structured Deep Neural Network for Automatic Speech Recognition

no code implementations8 Nov 2015 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.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Towards Structured Deep Neural Network for Automatic Speech Recognition

no code implementations3 Jun 2015 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 label sequence) given a structured input (such as a vector sequence) by globally considering the mapping relationships between the structure rather than item by item.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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