13 citations · 45 across the 9 of their papers we have counts for
4 papers · 1 filter
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…
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…
Representation Learning for Image-based Music Recommendation
Chih-Chun Hsia, Kwei-Herng Lai, Yian Chen +2
Image perception is one of the most direct ways to provide contextual information about a user concerning his/her surrounding environment; hence images are a suitable proxy for con…
Superhighway: Bypass Data Sparsity in Cross-Domain CF
Kwei-Herng Lai, Ting-Hsiang Wang, Heng-Yu Chi +3
Cross-domain collaborative filtering (CF) aims to alleviate data sparsity in single-domain CF by leveraging knowledge transferred from related domains. Many traditional methods foc…