32 citations · 78 across the 6 of their papers we have counts for
6 papers
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs
Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh +1
To apply neural sequence models such as the Transformers to music generation tasks, one has to represent a piece of music by a sequence of tokens drawn from a finite set of pre-def…
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh +2
Blind music source separation has been a popular and active subject of research in both the music information retrieval and signal processing communities. To counter the lack of av…
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh +1
In a recent paper, we have presented a generative adversarial network (GAN)-based model for unconditional generation of the mel-spectrograms of singing voices. As the generator of…
Automatic Melody Harmonization with Triad Chords: A Comparative Study
Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama +7
Several prior works have proposed various methods for the task of automatic melody harmonization, in which a model aims to generate a sequence of chords to serve as the harmonic ac…
Score and Lyrics-Free Singing Voice Generation
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh +1
Generative models for singing voice have been mostly concerned with the task of ``singing voice synthesis,'' i.e., to produce singing voice waveforms given musical scores and text…
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning
Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh +1
New machine learning algorithms are being developed to solve problems in different areas, including music. Intuitive, accessible, and understandable demonstrations of the newly bui…