Search Results for author: Yin-Cheng Yeh

Found 6 papers, 5 papers with code

Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs

4 code implementations7 Jan 2021 Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang

In this paper, we present a conceptually different approach that explicitly takes into account the type of the tokens, such as note types and metric types.

Music Generation

Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation

1 code implementation6 Aug 2020 Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su

Blind music source separation has been a popular and active subject of research in both the music information retrieval and signal processing communities.

Data Augmentation Information Retrieval +3

Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization

1 code implementation18 May 2020 Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang

Audio examples, as well as the code for implementing our model, will be publicly available online upon paper publication.

Audio Generation Generative Adversarial Network

Automatic Melody Harmonization with Triad Chords: A Comparative Study

no code implementations8 Jan 2020 Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yi-An Chen, Terence Leong, Yi-Hsuan Yang

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 accompaniment of a given multiple-bar melody sequence.

Template Matching

Score and Lyrics-Free Singing Voice Generation

1 code implementation26 Dec 2019 Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang

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 lyrics.

Audio Generation Singing Voice Synthesis

A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning

1 code implementation11 Feb 2019 Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang

New machine learning algorithms are being developed to solve problems in different areas, including music.

Human-Computer Interaction D.2.2; H.5.2; H.5.5

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