27 citations · 70 across the 22 of their papers we have counts for
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cs.SD2018★ 13 cited
Learning Disentangled Representations for Timber and Pitch in Music Audio
Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
Timbre and pitch are the two main perceptual properties of musical sounds. Depending on the target applications, we sometimes prefer to focus on one of them, while reducing the eff…
cs.SD2018
Multitask learning for frame-level instrument recognition
Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
For many music analysis problems, we need to know the presence of instruments for each time frame in a multi-instrument musical piece. However, such a frame-level instrument recogn…
cs.SD2018★ 27 cited
Frame-level Instrument Recognition by Timbre and Pitch
Yun-Ning Hung, Yi-Hsuan Yang
Instrument recognition is a fundamental task in music information retrieval, yet little has been done to predict the presence of instruments in multi-instrument music for each time…