Chinese instrument recognition

• Mar 2019 – Jun 2019. Beijing, CHN.
• Research Assistant for prof. CHEN Xiaoou in Wangxuan Institute of Computer Technology at Peking University.

Main Information

• Set up a series of quartet database from DCMI database shared by China Conservatory of Music.
• Constructed an audio event detection model based on CRNN to detect and recognize instruments.
• Evaluated the percussion, recall rate and F-measure of the model and CNN baseline model, and compared the difference among different quartet databases generate from different music skills or music types.
• published result on Conference of Sound and Music Technology 2019.