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Chenjie Gu

2 accepted papers

2020

DDSP: Differentiable Digital Signal Processing

ICLR 2020spotlight

Most generative models of audio directly generate samples in one of two domains: time or frequency. While sufficient to express any signal, these representations are inefficient, as they do not utilize existing knowledge of how sound is generated and perceived. A third approach (vocoders/synthesizer…

Cited by 562SourcecodeScholar
2019

Graph Matching Networks for Learning the Similarity of Graph Structured Objects

ICML 2019oral

This paper addresses the challenging problem of retrieval and matching of graph structured objects, and makes two key contributions. First, we demonstrate how Graph Neural Networks (GNN), which have emerged as an effective model for various supervised prediction problems defined on structured data,…

Cited by 779SourcePDFScholar