293 citations · 323 across the 6 of their papers we have counts for
6 papers
Learning to match transient sound events using attentional similarity for few-shot sound recognition
Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang +1
In this paper, we introduce a novel attentional similarity module for the problem of few-shot sound recognition. Given a few examples of an unseen sound event, a classifier must be…
Pop Music Highlighter: Marking the Emotion Keypoints
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
The goal of music highlight extraction is to get a short consecutive segment of a piece of music that provides an effective representation of the whole piece. In a previous work, w…
Generating Music Medleys via Playing Music Puzzle Games
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
Generating music medleys is about finding an optimal permutation of a given set of music clips. Toward this goal, we propose a self-supervised learning task, called the music puzzl…
Revisiting the problem of audio-based hit song prediction using convolutional neural networks
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu +2
Being able to predict whether a song can be a hit has impor- tant applications in the music industry. Although it is true that the popularity of a song can be greatly affected by e…
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
Most existing neural network models for music generation use recurrent neural networks. However, the recent WaveNet model proposed by DeepMind shows that convolutional neural netwo…
Neural Network Based Next-Song Recommendation
Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang +1
Recently, the next-item/basket recommendation system, which considers the sequential relation between bought items, has drawn attention of researchers. The utilization of sequentia…