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Katsunori Ohnishi

2 accepted papers

2016

Noise robust speech recognition using recent developments in neural networks for computer vision

ICASSP 2016accepted

Convolutional Neural Networks (CNNs) are superior to fully connected neural networks in various speech recognition tasks and the advantage is pronounced in noisy environments. In recent years, many techniques have been proposed in the computer vision community to improve CNN's classification perform…

Cited by 0SourceScholar
2016

Recognizing Activities of Daily Living With a Wrist-Mounted Camera

CVPR 2016spotlight

We present a novel dataset and a novel algorithm for recognizing activities of daily living (ADL) from a first-person wearable camera. Handled objects are crucially important for egocentric ADL recognition. For specific examination of objects related to users' actions separately from other objects i…

Cited by 68PDFScholar