Myung Jong Kim — accepted AI-conference papers

2017

Towards decoding speech production from single-trial magnetoencephalography (MEG) signals

Jun Wang, Myung Jong Kim, Angel W. Hernandez-Mulero, Daragh Heitzman, Paul Ferrari

ICASSP 2017accepted

Patients with locked-in-syndrome (fully paralyzed but aware) struggle in their life and communication. Providing a level of communication offers these patients a chance to resume a meaningful life. Current brain-computer interface (BCI) communication requires users to build words from single letters…

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2016

Cross-acoustic transfer learning for sound event classification

Hyungjun Lim, Myung Jong Kim, Hoirin Kim

ICASSP 2016accepted

A well-trained acoustic model that effectively captures the characteristics of sound events is a critical factor to develop more reliable system for sound event classification. Deep neural network (DNN) which has an ability to extract discriminative representation of features can be a good candidate…

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