1 code implementation • 31 Jul 2023 • Taejun Kim, Juhan Nam
Music is characterized by complex hierarchical structures.
1 code implementation • 24 Aug 2020 • Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
A DJ mix is a sequence of music tracks concatenated seamlessly, typically rendered for audiences in a live setting by a DJ on stage.
1 code implementation • 30 Oct 2019 • Taejun Kim, Juhan Nam
End-to-end learning models using raw waveforms as input have shown superior performances in many audio recognition tasks.
no code implementations • 4 Dec 2017 • Jongpil Lee, Taejun Kim, Jiyoung Park, Juhan Nam
Music, speech, and acoustic scene sound are often handled separately in the audio domain because of their different signal characteristics.
2 code implementations • 28 Oct 2017 • Taejun Kim, Jongpil Lee, Juhan Nam
Recent work has shown that the end-to-end approach using convolutional neural network (CNN) is effective in various types of machine learning tasks.