スポーツ観戦支援を対象とした競技場の音の認識

抄録

Research aimed at supporting the daily lives of the hearing-impaired is actively being conducted. However, support targeted at entertainment is inadequate. Therefore, we proposed a system to recognize sounds in the stadium and visualize them with smart glass as a method to support watching sports. However, these conventional studies were not able to obtain a sufficient accuracy in recognizing sounds of the stadium. Therefore, in this study, we propose and evaluate a new method for recognizing the sound of a stadium using a deep neural network. As a result, the proposed method showed improvement in the accuracy of sound recognition in the stadium compared to the conventional method.