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Citations since 2017
6 Research Items
In this paper, we present a method for large-scale detection of sound events using small weakly labeled data proposed in the Detection and Classification of Acoustic Scenes and Events (DCASE) 2018 challenge Task 4. To perform this task, we adopted the convolutional neural network (CNN) and gated recurrent unit (GRU) based bidirectional recurrent ne...
With rapid developments in the design of deep architecture models and learning algorithms, methods referred to as deep learning have come to be widely used in a variety of research areas such as pattern recognition, classification, and signal processing. Deep learning methods are being applied in various recognition tasks such as image, speech, and...
The broadcasting and the Internet are important parts of modern society that a life without media is now unimaginable. However, hearing impaired people have difficulty in understanding media content due to the loss of audio information. If subtitles are available, subtitling with video can be helpful. In this paper, we propose a dynamic subtitle au...