Yi-Hsuan Yang

2025

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Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
Yen-Tung Yeh|Junghyun Koo|Marco A. Martínez Ramírez|Wei-Hsiang Liao|Yi-Hsuan Yang|Yuki Mitsufuji
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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Towards Zero-Shot Amplifier Modeling: One-to-Many Amplifier Modeling via Tone Embedding Control.
Yu-Hua Chen|Yen-Tung Yeh|Yuan-Chiao Cheng|Jui-Te Wu|Yu-Hsiang Ho|Jyh-Shing Roger Jang|Yi-Hsuan Yang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Emotion-Driven Piano Music Generation via Two-Stage Disentanglement and Functional Representation.
Jingyue Huang|Ke Chen|Yi-Hsuan Yang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation.
Yun-Han Lan|Wen-Yi Hsiao|Hao-Chung Cheng|Yi-Hsuan Yang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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PiCoGen2: Piano Cover Generation With Transfer Learning Approach and Weakly Aligned Data.
Chih-Pin Tan|Hsin Ai|Yi-Hsin Chang|Shuen-Huei Guan|Yi-Hsuan Yang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music With Lightweight Finetuning.
Fang-Duo Tsai|Shih-Lun Wu|Haven Kim|Bo-Yu Chen|Hao-Chung Cheng|Yi-Hsuan Yang
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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PiCoGen: Generate Piano Covers with a Two-stage Approach.
Chih-Pin Tan|Shuen-Huei Guan|Yi-Hsuan Yang
Proceedings of the 2024 International Conference on Multimedia Retrieval, ICMR 2024, Phuket, Thailand, June 10-14, 2024

2022

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Melody Infilling with User-Provided Structural Context.
Chih-Pin Tan|Alvin W. Y. Su|Yi-Hsuan Yang
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE.
Yueh-Kao Wu|Ching-Yu Chiu|Yi-Hsuan Yang
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation.
Da-Yi Wu|Wen-Yi Hsiao|Fu-Rong Yang|Oscar Friedman|Warren Jackson|Scott Bruzenak|Yi-Wen Liu|Yi-Hsuan Yang
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation.
Yen-Tung Yeh|Yi-Hsuan Yang|Bo-Yu Chen
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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
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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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DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models.
Pedro Sarmento|Adarsh Kumar|CJ 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

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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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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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
Transactions of the International Society for Music Information Retrieval (TISMIR) 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
Transactions of the International Society for Music Information Retrieval (TISMIR) 2018 Volume 1 Issue 1
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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
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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

2017

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Introduction to Intelligent Music Systems and Applications.
Markus Schedl|Yi-Hsuan Yang|Perfecto Herrera-Boyer
ACM Transactions on Intelligent Systems and Technology (TIST) 2017 Volume 8 Issue 2
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The mood of Chinese Pop music: Representation and recognition.
Xiao Hu|Yi-Hsuan Yang
Journal of the Association for Information Science and Technology (JASIST) 2017 Volume 68 Issue 8
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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
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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

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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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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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
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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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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

2014

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

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
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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

2012

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Machine Recognition of Music Emotion: A Review.
Yi-Hsuan Yang|Homer H. Chen
ACM Transactions on Intelligent Systems and Technology (TIST) 2012 Volume 3 Issue 3
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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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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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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