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

Aug 06, 2020
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su

  Model/Code   API Access   Call/Text an Expert

* Accepted to IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP 2020) 

  Access Model/Code and Paper

Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops

Aug 05, 2020
Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* Accepted to the 21st International Society for Music Information Retrieval Conference (ISMIR 2020) 

  Access Model/Code and Paper

The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures

Aug 04, 2020
Shih-Lun Wu, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* Accepted to the 21st International Society for Music Information Retrieval Conference (ISMIR 2020) 

  Access Model/Code and Paper

Speech-to-Singing Conversion based on Boundary Equilibrium GAN

May 30, 2020
Da-Yi Wu, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization

May 18, 2020
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

A Comparative Study of Western and Chinese Classical Music based on Soundscape Models

Feb 20, 2020
Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier

  Model/Code   API Access   Call/Text an Expert

* Paper accepted for 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) 

  Access Model/Code and Paper

Addressing the confounds of accompaniments in singer identification

Feb 17, 2020
Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Speech-to-Singing Conversion in an Encoder-Decoder Framework

Feb 16, 2020
Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* Accepted at IEEE ICASSP 2020 

  Access Model/Code and Paper

Pop Music Transformer: Generating Music with Rhythm and Harmony

Feb 01, 2020
Yu-Siang Huang, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Automatic Melody Harmonization with Triad Chords: A Comparative Study

Jan 08, 2020
Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yian Chen, Terence Leong, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* 20 pages, 6 figures, submitted to JNMR 

  Access Model/Code and Paper

Score and Lyrics-Free Singing Voice Generation

Dec 26, 2019
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Improving Automatic Jazz Melody Generation by Transfer Learning Techniques

Aug 26, 2019
Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang

  Model/Code   API Access   Call/Text an Expert

* 8 pages, Accepted to APSIPA ASC(Asia-Pacific Signal and Information Processing Association Annual Summit and Conference ) 2019 

  Access Model/Code and Paper

Dilated Convolution with Dilated GRU for Music Source Separation

Jun 04, 2019
Jen-Yu Liu, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Towards a Deeper Understanding of Adversarial Losses

Jan 25, 2019
Hao-Wen Dong, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation

Oct 10, 2018
Hao-Wen Dong, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation

Oct 06, 2018
Hao-Wen Dong, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* A preliminary version of this paper appeared in ISMIR 2018. In this version, we added an appendix to provide figures of sample results and remarks on the end-to-end models 

  Access Model/Code and Paper

Pop Music Highlighter: Marking the Emotion Keypoints

Sep 25, 2018
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* Transactions of the ISMIR vol. 1, no. 1 

  Access Model/Code and Paper

Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network

Jul 30, 2018
Hao-Min Liu, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* 7 pages, 7 figures and 4 tables 

  Access Model/Code and Paper

Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks

Jul 06, 2018
Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, Jyh-Shing R. Jang

  Model/Code   API Access   Call/Text an Expert

* ICML Workshop 2018 (Joint Music Workshop) 
* 3 pages, 3 figures, demo website: http://mirlab.org/users/haley.wu/cybegan 

  Access Model/Code and Paper

Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products

May 24, 2018
Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing R. Jang

  Model/Code   API Access   Call/Text an Expert

* 14 pages, 8 figures, 3 tables 

  Access Model/Code and Paper

Weakly-supervised Visual Instrument-playing Action Detection in Videos

May 05, 2018
Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

Informed Group-Sparse Representation for Singing Voice Separation

Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* IEEE Signal Process. Lett., vol. 24, no. 2, pp. 156-160, Feb. 2017 
* 5 pages, 1 figure 

  Access Model/Code and Paper

Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit

Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* IEEE Trans. Signal Process., vol. 64, no. 24, pp. 6533-6544, Dec. 2016 
* 12 pages, 2 figures 

  Access Model/Code and Paper

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation

Jan 09, 2018
Tak-Shing T. Chan, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* IEEE Signal Process. Lett., vol. 23, no. 2, pp. 287-291, Feb. 2016 
* 5 pages, 1 figure 

  Access Model/Code and Paper

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment

Nov 24, 2017
Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* to appear at AAAI 2018 

  Access Model/Code and Paper

Generating Music Medleys via Playing Music Puzzle Games

Nov 17, 2017
Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* Accepted at AAAI 2018 

  Access Model/Code and Paper

Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss

Oct 30, 2017
Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen

  Model/Code   API Access   Call/Text an Expert

  Access Model/Code and Paper

MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation

Jul 18, 2017
Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang

  Model/Code   API Access   Call/Text an Expert

* 8 pages, Accepted to ISMIR (International Society of Music Information Retrieval) Conference 2017 

  Access Model/Code and Paper

Revisiting the problem of audio-based hit song prediction using convolutional neural networks

Apr 05, 2017
Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen

  Model/Code   API Access   Call/Text an Expert

* To appear in the proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 

  Access Model/Code and Paper