2021

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Automatic Music Composition with Transformers
Yi-Hsuan Yang
MMArt-ACM '21: Proceedings of the 2021 International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia 2021, Taipei, Taiwan, August 21, 2021

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DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models
Pedro Sarmento | Adarsh Kumar | C. J. Carr | Zack Zukowski | Mathieu Barthet | Yi-Hsuan Yang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation
Hsiao-Tzu Hung | Joann Ching | Seungheon Doh | Nabin Kim | Juhan Nam | Yi-Hsuan Yang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset
Tun-Min Hung | Bo-Yu Chen | Yen-Tung Yeh | Yi-Hsuan Yang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition
Juan Sebastián Gómez Cañón | Estefanía Cano | Yi-Hsuan Yang | Perfecto Herrera | Emilia Gómez
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding
Chin-Jui Chang | Chun-Yi Lee | Yi-Hsuan Yang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment
Taejun Kim | Minsuk Choi | Evan Sacks | Yi-Hsuan Yang | Juhan Nam
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Automatic Composition of Guitar Tabs by Transformers and Groove Modeling
Yu-Hua Chen | Yu-Siang Huang | Wen-Yi Hsiao | Yi-Hsuan Yang
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops
Bo-Yu Chen | Jordan B. L. Smith | Yi-Hsuan Yang
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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The Freesound Loop Dataset and Annotation Tool
António Ramires | Frederic Font | Dmitry Bogdanov | Jordan B. L. Smith | Yi-Hsuan Yang | Joann Ching | Bo-Yu Chen | Yueh-Kao Wu | Wei-Han Hsu | Xavier Serra
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures
Shih-Lun Wu | Yi-Hsuan Yang
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings
Ting-Wei Su | Yuan-Ping Chen | Li Su | Yi-Hsuan Yang
2019 Volume 2 Issue 1

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Hit Song Prediction: Leveraging Low- and High-Level Audio Features
Eva Zangerle | Michael Vötter | Ramona Huber | Yi-Hsuan Yang
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Collaborative Similarity Embedding for Recommender Systems
Chih-Ming Chen | Chuan-Ju Wang | Ming-Feng Tsai | Yi-Hsuan Yang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Pop Music Highlighter: Marking the Emotion Keypoints
Yu-Siang Huang | Szu-Yu Chou | Yi-Hsuan Yang
2018 Volume 1 Issue 1

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Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation
Hao-Wen Dong | Yi-Hsuan Yang
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Frame-level Instrument Recognition by Timbre and Pitch
Yun-Ning Hung | Yi-Hsuan Yang
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Modeling Multi-way Relations with Hypergraph Embedding
Chia-An Yu | Ching-Lun Tai | Tak-Shing Chan | Yi-Hsuan Yang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Introduction to Intelligent Music Systems and Applications
Markus Schedl | Yi-Hsuan Yang | Perfecto Herrera-Boyer
2017 Volume 8 Issue 2

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The mood of Chinese Pop music: Representation and recognition
Xiao Hu | Yi-Hsuan Yang
2017 Volume 68 Issue 8

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MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation
Li-Chia Yang | Szu-Yu Chou | Yi-Hsuan Yang
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation
Chia-An Yu | Tak-Shing Chan | Yi-Hsuan Yang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2016

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Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony
Li Su | Tsung-Ying Chuang | Yi-Hsuan Yang
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

2015

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Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features
Pei-Ching Li | Li Su | Yi-Hsuan Yang | Alvin W. Y. Su
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition
Yuan-Ping Chen | Li Su | Yi-Hsuan Yang
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Detection of Common Mistakes in Novice Violin Playing
Yin-Jyun Luo | Li Su | Yi-Hsuan Yang | Tai-Shih Chi
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Musical Offset Detection of Pitched Instruments: The Case of Violin
Che-Yuan Liang | Li Su | Yi-Hsuan Yang | Hsin-Ming Lin
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos
Ju-Chiang Wang | Ming-Chi Yen | Yi-Hsuan Yang | Hsin-Min Wang
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification
Li Su | Li-Fan Yu | Yi-Hsuan Yang
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

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Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries
Yi-Hsuan Yang
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

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Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation
Li Su | Yi-Hsuan Yang
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2012

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Machine Recognition of Music Emotion: A Review
Yi-Hsuan Yang | Homer H. Chen
2012 Volume 3 Issue 3

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Supervised dictionary learning for music genre classification
Chin-Chia Michael Yeh | Yi-Hsuan Yang
International Conference on Multimedia Retrieval, ICMR '12, Hong Kong, China, June 5-8, 2012

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Cross-cultural Music Mood Classification: A Comparison on English and Chinese Songs
Yi-Hsuan Yang | Xiao Hu
Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012

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Music retagging using label propagation and robust principal component analysis
Yi-Hsuan Yang | Dmitry Bogdanov | Perfecto Herrera | Mohamed Sordo
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2009

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An Integrated Approach to Music Boundary Detection
Min-Yian Su | Yi-Hsuan Yang | Yu-Ching Lin | Homer H. Chen
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Improving Musical Concept Detection by Ordinal Regression and Context Fusion
Yi-Hsuan Yang | Yu-Ching Lin | Ann Lee | Homer H. Chen
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

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Personalized music emotion recognition
Yi-Hsuan Yang | Yu-Ching Lin | Homer H. Chen
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009