Yi-Hsuan Yang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 190

Top Venues

Publications

Shih-Lun Wu, Yi-Hsuan Yang
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Shih-Lun Wu, Yi-Hsuan Yang
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. ICASSP (2023)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. CoRR (2023)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang
Theme Transformer: Symbolic Music Generation With Theme-Conditioned Transformer. IEEE Trans. Multim. 25 (2023)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
An Analysis Method for Metric-Level Switching in Beat Tracking. CoRR (2022)
Yen-Tung Yeh, Bo-Yu Chen, Yi-Hsuan Yang
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. CoRR (2022)
Shih-Lun Wu, Yi-Hsuan Yang
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. CoRR (2022)
Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang
towards automatic transcription of polyphonic electric guitar music: a new dataset and a multi-loss transformer model. CoRR (2022)
Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang
Melody Infilling with User-Provided Structural Context. CoRR (2022)
Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model. ICASSP (2022)
Da-Yi Wu, Wen-Yi Hsiao, Fu-Rong Yang, Oscar Friedman, Warren Jackson, Scott Bruzenak, Yi-Wen Liu, Yi-Hsuan Yang
DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation. ISMIR (2022)
Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE Using Mel-Spectrograms. ICASSP (2022)
Yen-Tung Yeh, Yi-Hsuan Yang, Bo-Yu Chen
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. ISMIR (2022)
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. ICASSP (2022)
Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang
Melody Infilling with User-Provided Structural Context. ISMIR (2022)
Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang
JukeDrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. CoRR (2022)
Da-Yi Wu, Wen-Yi Hsiao, Fu-Rong Yang, Oscar Friedman, Warren Jackson, Scott Bruzenak, Yi-Wen Liu, Yi-Hsuan Yang
DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation. CoRR (2022)
Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
An Analysis Method for Metric-Level Switching in Beat Tracking. IEEE Signal Process. Lett. 29 (2022)
Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang
Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. ISMIR (2022)
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. CoRR (2021)
Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer. CoRR (2021)
Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. ISMIR (2021)
Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. CoRR (2021)
Tun-Min Hung, Bo-Yu Chen, Yen-Tung Yeh, Yi-Hsuan Yang
A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset. CoRR (2021)
Juan Sebastián Gómez Cañón, Estefanía Cano, Yi-Hsuan Yang, Perfecto Herrera, Emilia Gómez
Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition. ISMIR (2021)
Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
Relative Positional Encoding for Transformers with Linear Complexity. CoRR (2021)
Taejun Kim, Yi-Hsuan Yang, Juhan Nam
Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization. NIME (2021)
Pedro Sarmento, Adarsh Kumar, C. J. Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. CoRR (2021)
Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. CoRR (2021)
Pedro Sarmento, Adarsh Kumar, C. J. Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. ISMIR (2021)
Yi-Hui Chou, I-Chun Chen, Chin-Jui Chang, Joann Ching, Yi-Hsuan Yang
MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding. CoRR (2021)
Chih-Pin Tan, Chin-Jui Chang, Alvin W. Y. Su, Yi-Hsuan Yang
Music Score Expansion with Variable-Length Infilling. CoRR (2021)
Eva Zangerle, Chih-Ming Chen, Ming-Feng Tsai, Yi-Hsuan Yang
Leveraging Affective Hashtags for Ranking Music Recommendations. IEEE Trans. Affect. Comput. 12 (1) (2021)
Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking. CoRR (2021)
Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. AAAI (2021)
Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms. CoRR (2021)
Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang
Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. CoRR (2021)
Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking. EUSIPCO (2021)
Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. CoRR (2021)
Wei-Han Hsu, Bo-Yu Chen, Yi-Hsuan Yang
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features. CoRR (2021)
Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang
Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. IEEE Signal Process. Lett. 28 (2021)
Fu-Rong Yang, Yin-Ping Cho, Yi-Hsuan Yang, Da-Yi Wu, Shan-Hung Wu, Yi-Wen Liu
Mandarin Singing Voice Synthesis with a Phonology-based Duration Model. APSIPA ASC (2021)
Tun-Min Hung, Bo-Yu Chen, Yen-Tung Yeh, Yi-Hsuan Yang
A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset. ISMIR (2021)
Yi-Hsuan Yang
Automatic Music Composition with Transformers. MMArt&ACM@ICMR (2021)
Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. ISMIR (2021)
Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
Relative Positional Encoding for Transformers with Linear Complexity. ICML (2021)
Shih-Lun Wu, Yi-Hsuan Yang
MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with Just One Transformer VAE. CoRR (2021)
Joann Ching, Yi-Hsuan Yang
Learning To Generate Piano Music With Sustain Pedals. CoRR (2021)
Juan Sebastián Gómez Cañón, Estefanía Cano, Tuomas Eerola, Perfecto Herrera, Xiao Hu, Yi-Hsuan Yang, Emilia Gómez
Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications. IEEE Signal Process. Mag. 38 (6) (2021)
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. MMSP (2020)
Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. ISMIR (2020)
Shih-Lun Wu, Yi-Hsuan Yang
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. CoRR (2020)
Yu-Siang Huang, Yi-Hsuan Yang
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions. ACM Multimedia (2020)
Yu-Siang Huang, Yi-Hsuan Yang
Pop Music Transformer: Generating Music with Rhythm and Harmony. CoRR (2020)
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
Score and Lyrics-Free Singing Voice Generation. ICCC (2020)
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. CoRR (2020)
Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. CoRR (2020)
Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. CoRR (2020)
Shih-Lun Wu, Yi-Hsuan Yang
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. ISMIR (2020)
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
The Freesound Loop Dataset and Annotation Tool. CoRR (2020)
Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang
Addressing The Confounds Of Accompaniments In Singer Identification. ICASSP (2020)
Da-Yi Wu, Yi-Hsuan Yang
Speech-to-Singing Conversion based on Boundary Equilibrium GAN. CoRR (2020)
Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. IEEE Trans. Big Data 6 (1) (2020)
Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang
Speech-to-Singing Conversion in an Encoder-Decoder Framework. CoRR (2020)
Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang
Addressing the confounds of accompaniments in singer identification. CoRR (2020)
Yu-Hua Chen, Yu-Hsiang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. CoRR (2020)
Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. ISMIR (2020)
Da-Yi Wu, Yi-Hsuan Yang
Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. INTERSPEECH (2020)
Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier
A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. ICASSP (2020)
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
The Freesound Loop Dataset and Annotation Tool. ISMIR (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
Automatic Melody Harmonization with Triad Chords: A Comparative Study. CoRR (2020)
Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier
A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. CoRR (2020)
Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. ISMIR (2020)
Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. INTERSPEECH (2020)
Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang
Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. CoRR (2020)
Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang
Speech-To-Singing Conversion in an Encoder-Decoder Framework. ICASSP (2020)
Hao-Wen Dong, Yi-Hsuan Yang
Towards a Deeper Understanding of Adversarial Losses. CoRR (2019)
Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
Collaborative Similarity Embedding for Recommender Systems. CoRR (2019)
Jen-Yu Liu, Yi-Hsuan Yang
Dilated Convolution with Dilated GRU for Music Source Separation. IJCAI (2019)
Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. IUI Workshops (2019)
Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. CoRR (2019)
Frédéric Tamagnan, Yi-Hsuan Yang
Drum Fills Detection and Generation. CMMR (2019)
Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
Multitask Learning for Frame-level Instrument Recognition. ICASSP (2019)
Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. APSIPA (2019)
Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang
Musical Composition Style Transfer via Disentangled Timbre Representations. IJCAI (2019)
Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang
Musical Composition Style Transfer via Disentangled Timbre Representations. CoRR (2019)
Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang
Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. ICASSP (2019)
Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang
Multi-label Few-shot Learning for Sound Event Recognition. MMSP (2019)
Hsiao-Tzu Hung, Yu-Hua Chen, Maximilian Mayerl, Michael Vötter, Eva Zangerle, Yi-Hsuan Yang
MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. MediaEval (2019)
Eva Zangerle, Michael Vötter, Ramona Huber, Yi-Hsuan Yang
Hit Song Prediction: Leveraging Low- and High-Level Audio Features. ISMIR (2019)
Ting-Wei Su, Yuan-Ping Chen, Li Su, Yi-Hsuan Yang
TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings. Trans. Int. Soc. Music. Inf. Retr. 2 (1) (2019)
Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang
A Streamlined Encoder/decoder Architecture for Melody Extraction. ICASSP (2019)
Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
Collaborative Similarity Embedding for Recommender Systems. WWW (2019)
Bryan Wang, Yi-Hsuan Yang
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. AAAI (2019)
Maximilian Mayerl, Michael Vötter, Hsiao-Tzu Hung, Bo-Yu Chen, Yi-Hsuan Yang, Eva Zangerle
Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. MediaEval (2019)
Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. IJCAI (2019)
Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. IEEE Signal Process. Mag. 36 (1) (2019)
Meinard Müller, Emilia Gómez, Yi-Hsuan Yang
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052). Dagstuhl Reports 9 (1) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi-Hsuan Yang