Search Results for author: Jaesong Lee

Found 6 papers, 0 papers with code

A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation

no code implementations11 Oct 2021 Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe

Non-autoregressive (NAR) models simultaneously generate multiple outputs in a sequence, which significantly reduces the inference speed at the cost of accuracy drop compared to autoregressive baselines.

Speech Recognition Text Generation +1

Layer Pruning on Demand with Intermediate CTC

no code implementations17 Jun 2021 Jaesong Lee, Jingu Kang, Shinji Watanabe

Deploying an end-to-end automatic speech recognition (ASR) model on mobile/embedded devices is a challenging task, since the device computational power and energy consumption requirements are dynamically changed in practice.

Speech Recognition

Intermediate Loss Regularization for CTC-based Speech Recognition

no code implementations5 Feb 2021 Jaesong Lee, Shinji Watanabe

In addition, we propose to combine this intermediate CTC loss with stochastic depth training, and apply this combination to a recently proposed Conformer network.

Speech Recognition

Interactive Visualization and Manipulation of Attention-based Neural Machine Translation

no code implementations EMNLP 2017 Jaesong Lee, Joong-Hwi Shin, Jun-Seok Kim

While neural machine translation (NMT) provides high-quality translation, it is still hard to interpret and analyze its behavior.

Machine Translation Translation

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