no code implementations • 21 Sep 2020 • Teck Kai Chan, Cheng Siong Chin
By comparing with the top submission of the DCASE 2019 challenge, our system accuracy is also higher by 1. 8%.
no code implementations • 14 Feb 2020 • Xing Yong Kek, Cheng Siong Chin, Ye Li
Although works have been done in using HPSS as input representation for CNN model in ASC task, this paper further investigate the possibility on leveraging the separated harmonic component and percussive component by curating 2 CNNs which tries to understand harmonic audio and percussive audio in their natural form, one specialized in extracting deep features in time biased domain and another specialized in extracting deep features in frequency biased domain, respectively.