59 citations · 64 across the 4 of their papers we have counts for
8 papers
towards automatic transcription of polyphonic electric guitar music:a new dataset and a multi-loss transformer model
Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh +2
In this paper, we propose a new dataset named EGDB, that con-tains transcriptions of the electric guitar performance of 240 tab-latures rendered with different tones. Moreover, we…
k-Same-Siamese-GAN: k-Same Algorithm with Generative Adversarial Network for Facial Image De-identification with Hyperparameter Tuning and Mixed Precision Training
Yi-Lun Pan, Min-Jhih Huang, Kuo-Teng Ding +2
For a data holder, such as a hospital or a government entity, who has a privately held collection of personal data, in which the revealing and/or processing of the personal identif…
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…
Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks
Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang +1
Can we make a famous rap singer like Eminem sing whatever our favorite song? Singing style transfer attempts to make this possible, by replacing the vocal of a song from the source…
Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products
Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang +1
Vector-valued neural learning has emerged as a promising direction in deep learning recently. Traditionally, training data for neural networks (NNs) are formulated as a vector of s…
SVSGAN: Singing Voice Separation via Generative Adversarial Network
Zhe-Cheng Fan, Yen-Lin Lai, Jyh-Shing Roger Jang
Separating two sources from an audio mixture is an important task with many applications. It is a challenging problem since only one signal channel is available for analysis. In th…