AMAAI Webinar - Disentangled representation learning by GM-VAEs by Yin-Jyun Luo

AMAAI Webinar Webinar on nnAudio by Yin-Jyun Luo, SUTD Title: Disentangled Representation Learning Using Gaussian-Mixture Variational Auto-encoders: Applications for Synthesis and Conversion of Musical Signals Abstract: Disentangled representation learning aims to uncover generative factors of variation of data. This could enable analysis of interpretable features and synthesis of novel data. In the context of deep learning, variational auto-encoders (VAEs) are one of