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Wen-Yi Hsiao

2 accepted papers

2022

Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model

ICASSP 2022accepted

In this paper, we propose a new dataset named EGDB, that contains transcriptions of the electric guitar performance of 240 tablatures rendered with different tones. Moreover, we benchmark the performance of two well-known transcription models proposed originally for the piano on this dataset, along…

Cited by 28SourceScholar
2021

Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs

AAAI 2021technical

To apply neural sequence models such as the Transformers to music generation tasks, one has to represent a piece of music by a sequence of tokens drawn from a finite set of pre-defined vocabulary. Such a vocabulary usually involves tokens of various types. For example, to describe a musical note, on…