Search Results for author: Daehyun Kim

Found 4 papers, 0 papers with code

Attention based on-device streaming speech recognition with large speech corpus

no code implementations2 Jan 2020 Kwangyoun Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim

In this paper, we present a new on-device automatic speech recognition (ASR) system based on monotonic chunk-wise attention (MoChA) models trained with large (> 10K hours) corpus.

Automatic Speech Recognition Data Augmentation +2

SAFE-DNN: A Deep Neural Network with Spike Assisted Feature Extraction for Noise Robust Inference

no code implementations25 Sep 2019 Xueyuan She, Priyabrata Saha, Daehyun Kim, Yun Long, Saibal Mukhopadhyay

We present a Deep Neural Network with Spike Assisted Feature Extraction (SAFE-DNN) to improve robustness of classification under stochastic perturbation of inputs.

Classification

ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction

no code implementations11 Sep 2019 Xueyuan She, Yun Long, Daehyun Kim, Saibal Mukhopadhyay

ScieNet integrates unsupervised learning using spiking neural network (SNN) for unsupervised contextual informationextraction with a back-end DNN trained for classification.

Autonomous Vehicles Classification +2

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