Xianke Wang — accepted AI-conference papers

2024

Piano Transcription with Harmonic Attention

Ruimin Wu, Xianke Wang, Yuqing Li, Wei Xu, Wenqing Cheng

ICASSP 2024accepted

Automatic Music Transcription (AMT) aims to convert music audio into digital sheet music. Piano transcription is a popular but challenging subtask of AMT. For every piano pitch, the harmonic structure is fixed in the frequency domain, while the Transformer based on self-attention has great potential…

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2022

Musicyolo: A Sight-Singing Onset/Offset Detection Framework Based on Object Detection Instead of Spectrum Frames

Xianke Wang, Wei Xu, Weiming Yang, Wenqing Cheng

ICASSP 2022accepted

In this paper, we propose MusicYOLO based on object detection to detect the onset and offset in singing for the first time. The onset of the vocal is not as stable and clear as that of musical instruments, which makes the frame-based onset/offset detection methods often not work well. Compared with…

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