Kang Hyun Lee — accepted AI-conference papers

2017

Integrated DNN-based model adaptation technique for noise-robust speech recognition

Kang Hyun Lee, Woo Hyun Kang, Tae Gyoon Kang, Nam Soo Kim

ICASSP 2017accepted

Since the introduction of deep neural network (DNN)-based acoustic model, robust automatic speech recognition using DNN are being in research. Especially in model adaptation, the techniques utilizing auxiliary context features is known to be a promising technique. Recently, we proposed a technique w…

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2016

Two-stage noise aware training using asymmetric deep denoising autoencoder

Kang Hyun Lee, Shin Jae Kang, Woo Hyun Kang, Nam Soo Kim

ICASSP 2016accepted

Ever since the deep neural network (DNN)-based acoustic model appeared, the recognition performance of automatic speech recognition has been greatly improved. Due to this achievement, various researches on DNN-based technique for noise robustness are also in progress. Among these approaches, the noi…

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