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Journal Articles
- 2023
[j42]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: 1953-1967 (2023)- [j41]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: 2824-2835 (2023) - [j40]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: 3495-3508 (2023) - 2022
- [j39]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: 2153-2157 (2022) - 2021
- [j38]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: 1100-1104 (2021) - [j37]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): 106-114 (2021) - [j36]Eva Zangerle, Chih-Ming Chen, Ming-Feng Tsai, Yi-Hsuan Yang:
Leveraging Affective Hashtags for Ranking Music Recommendations. IEEE Trans. Affect. Comput. 12(1): 78-91 (2021) - 2020
- [j35]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): 201-208 (2020) - [j34]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): 2638-2652 (2020) - 2019
- [j33]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): 41-51 (2019) - [j32]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): 15-28 (2019) - [j31]Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng:
Weakly-Supervised Visual Instrument-Playing Action Detection in Videos. IEEE Trans. Multim. 21(4): 887-901 (2019) - 2018
- [j30]Yu-Hao Chin, Jia-Ching Wang, Ju-Chiang Wang, Yi-Hsuan Yang:
Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping. IEEE Trans. Affect. Comput. 9(4): 541-549 (2018) - [j29]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Pop Music Highlighter: Marking the Emotion Keypoints. Trans. Int. Soc. Music. Inf. Retr. 1(1): 68-78 (2018) - [j28]Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Coherent Deep-Net Fusion To Classify Shots In Concert Videos. IEEE Trans. Multim. 20(11): 3123-3136 (2018) - 2017
- [j27]Yuan-Pin Lin, Ping-Keng Jao, Yi-Hsuan Yang:
Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis. Frontiers Comput. Neurosci. 11: 64 (2017) - [j26]Xiao Hu, Yi-Hsuan Yang:
The mood of Chinese Pop music: Representation and recognition. J. Assoc. Inf. Sci. Technol. 68(8): 1899-1910 (2017) - [j25]Tak-Shing Chan, Yi-Hsuan Yang:
Informed Group-Sparse Representation for Singing Voice Separation. IEEE Signal Process. Lett. 24(2): 156-160 (2017) - [j24]Xiao Hu, Yi-Hsuan Yang:
Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs. IEEE Trans. Affect. Comput. 8(2): 228-240 (2017) - [j23]Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen:
Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(7): 1409-1420 (2017) - [j22]Markus Schedl, Yi-Hsuan Yang, Perfecto Herrera-Boyer:
Introduction to Intelligent Music Systems and Applications. ACM Trans. Intell. Syst. Technol. 8(2): 17:1-17:8 (2017) - 2016
- [j21]Tak-Shing Chan, Yi-Hsuan Yang:
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. IEEE Signal Process. Lett. 23(2): 287-291 (2016) - [j20]Ping-Keng Jao, Li Su, Yi-Hsuan Yang, Brendt Wohlberg:
Monaural Music Source Separation Using Convolutional Sparse Coding. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2158-2170 (2016) - [j19]Tak-Shing Chan, Yi-Hsuan Yang:
Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. IEEE Trans. Signal Process. 64(24): 6533-6544 (2016) - 2015
- [j18]Ping-Keng Jao, Yi-Hsuan Yang:
Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes. IEEE Signal Process. Lett. 22(10): 1771-1775 (2015) - [j17]Che-Yuan Liang, Li Su, Yi-Hsuan Yang:
Musical Onset Detection Using Constrained Linear Reconstruction. IEEE Signal Process. Lett. 22(11): 2142-2146 (2015) - [j16]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng:
Modeling the Affective Content of Music with a Gaussian Mixture Model. IEEE Trans. Affect. Comput. 6(1): 56-68 (2015) - [j15]Mohammad Soleymani, Yi-Hsuan Yang, Go Irie, Alan Hanjalic:
Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia. IEEE Trans. Affect. Comput. 6(3): 206-208 (2015) - [j14]Li Su, Yi-Hsuan Yang:
Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music. IEEE ACM Trans. Audio Speech Lang. Process. 23(10): 1600-1612 (2015) - [j13]Yi-Hsuan Yang, Yuan-Ching Teng:
Quantitative Study of Music Listening Behavior in a Smartphone Context. ACM Trans. Interact. Intell. Syst. 5(3): 14:1-14:30 (2015) - 2014
- [j12]Li Su, Hsin-Ming Lin, Yi-Hsuan Yang:
Sparse modeling of magnitude and phase-derived spectra for playing technique classification. IEEE ACM Trans. Audio Speech Lang. Process. 22(12): 2122-2132 (2014) - [j11]Li Su, Chin-Chia Michael Yeh, Jen-Yu Liu, Ju-Chiang Wang, Yi-Hsuan Yang:
A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval. IEEE Trans. Multim. 16(5): 1188-1200 (2014) - 2013
- [j10]Keng-Sheng Lin, Ann Lee, Yi-Hsuan Yang, Cheng-Te Lee, Homer H. Chen:
Automatic highlights extraction for drama video using music emotion and human face features. Neurocomputing 119: 111-117 (2013) - [j9]Yi-Hsuan Yang, Jen-Yu Liu:
Quantitative Study of Music Listening Behavior in a Social and Affective Context. IEEE Trans. Multim. 15(6): 1304-1315 (2013) - 2012
- [j8]Yi-Hsuan Yang, Homer H. Chen:
Machine Recognition of Music Emotion: A Review. ACM Trans. Intell. Syst. Technol. 3(3): 40:1-40:30 (2012) - [j7]Cheng-Te Lee, Yi-Hsuan Yang, Homer H. Chen:
Multipitch Estimation of Piano Music by Exemplar-Based Sparse Representation. IEEE Trans. Multim. 14(3-1): 608-618 (2012) - 2011
- [j6]Yi-Hsuan Yang, Homer H. Chen:
Ranking-Based Emotion Recognition for Music Organization and Retrieval. IEEE Trans. Speech Audio Process. 19(4): 762-774 (2011) - [j5]Yi-Hsuan Yang, Homer H. Chen:
Prediction of the Distribution of Perceived Music Emotions Using Discrete Samples. IEEE Trans. Speech Audio Process. 19(7): 2184-2196 (2011) - [j4]Yu-Ching Lin, Yi-Hsuan Yang, Homer H. Chen:
Exploiting online music tags for music emotion classification. ACM Trans. Multim. Comput. Commun. Appl. 7(Supplement): 26 (2011) - 2009
- [j3]Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen:
Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search. IEEE Trans. Circuits Syst. Video Technol. 19(12): 1880-1890 (2009) - [j2]Ya-Fan Su, Yi-Hsuan Yang, Meng-Ting Lu, Hsin-Hsi Chen:
Smooth Control of Adaptive Media Playout for Video Streaming. IEEE Trans. Multim. 11(7): 1331-1339 (2009) - 2008
- [j1]Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. Chen:
A Regression Approach to Music Emotion Recognition. IEEE Trans. Speech Audio Process. 16(2): 448-457 (2008)
Conference and Workshop Papers
- 2024
- [c153]Chih-Pin Tan, Shuen-Huei Guan, Yi-Hsuan Yang:
PiCoGen: Generate Piano Covers with a Two-stage Approach. ICMR 2024: 1180-1184 - 2023
- [c152]Shih-Lun Wu, Yi-Hsuan Yang:
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. ICASSP 2023: 1-5 - 2022
- [c151]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: 466-470 - [c150]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: 786-790 - [c149]Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang:
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE Using Mel-Spectrograms. ICASSP 2022: 956-960 - [c148]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: 76-83 - [c147]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: 132-140 - [c146]Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang:
Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. ISMIR 2022: 193-200 - [c145]Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang:
Melody Infilling with User-Provided Structural Context. ISMIR 2022: 834-841 - 2021
- [c144]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: 178-186 - [c143]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: 1975-1981 - [c142]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: 391-395 - [c141]Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard:
Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021: 7067-7079 - [c140]Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang:
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. ISMIR 2021: 97-104 - [c139]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: 237-245 - [c138]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: 310-317 - [c137]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: 318-325 - [c136]Pedro Sarmento, Adarsh Kumar, CJ Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang:
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. ISMIR 2021: 610-617 - [c135]Yi-Hsuan Yang:
Automatic Music Composition with Transformers. MMArt&ACM@ICMR 2021: 1 - [c134]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 - 2020
- [c133]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: 1-5 - [c132]Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang:
Speech-To-Singing Conversion in an Encoder-Decoder Framework. ICASSP 2020: 261-265 - [c131]Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier:
A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. ICASSP 2020: 521-525 - [c130]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Score and Lyrics-Free Singing Voice Generation. ICCC 2020: 196-203 - [c129]Da-Yi Wu, Yi-Hsuan Yang:
Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. INTERSPEECH 2020: 1316-1320 - [c128]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. INTERSPEECH 2020: 1997-2001 - [c127]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: 142-149 - [c126]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: 287-294 - [c125]Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang:
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. ISMIR 2020: 424-431 - [c124]Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang:
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. ISMIR 2020: 756-763 - [c123]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: 764-770 - [c122]Yu-Siang Huang, Yi-Hsuan Yang:
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions. ACM Multimedia 2020: 1180-1188 - [c121]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: 1-6 - 2019
- [c120]Bryan Wang, Yi-Hsuan Yang:
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. AAAI 2019: 1174-1181 - [c119]Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. APSIPA 2019: 339-346 - [c118]Frédéric Tamagnan, Yi-Hsuan Yang:
Drum Fills Detection and Generation. CMMR 2019: 91-99 - [c117]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: 26-30 - [c116]Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang:
A Streamlined Encoder/decoder Architecture for Melody Extraction. ICASSP 2019: 156-160 - [c115]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Multitask Learning for Frame-level Instrument Recognition. ICASSP 2019: 381-385 - [c114]Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang:
Musical Composition Style Transfer via Disentangled Timbre Representations. IJCAI 2019: 4697-4703 - [c113]Jen-Yu Liu, Yi-Hsuan Yang:
Dilated Convolution with Dilated GRU for Music Source Separation. IJCAI 2019: 4718-4724 - [c112]Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang:
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. IJCAI 2019: 6506-6508 - [c111]Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Deep Cyclic Group Networks. IJCNN 2019: 1-8 - [c110]Eva Zangerle, Michael Vötter, Ramona Huber, Yi-Hsuan Yang:
Hit Song Prediction: Leveraging Low- and High-Level Audio Features. ISMIR 2019: 319-326 - [c109]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 - [c108]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 - [c107]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 - [c106]Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang:
Multi-label Few-shot Learning for Sound Event Recognition. MMSP 2019: 1-5 - [c105]Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang:
Collaborative Similarity Embedding for Recommender Systems. WWW 2019: 2637-2643 - 2018
- [c104]Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang:
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment. AAAI 2018: 34-41 - [c103]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Generating Music Medleys via Playing Music Puzzle Games. AAAI 2018: 2281-2288 - [c102]Chia-An Yu, Ching-Lun Tai, Tak-Shing Chan, Yi-Hsuan Yang:
Modeling Multi-way Relations with Hypergraph Embedding. CIKM 2018: 1707-1710 - [c101]Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Seethevoice: Learning from Music to Visual Storytelling of Shots. ICME 2018: 1-6 - [c100]Yi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen:
Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. ICMLA 2018: 467-472 - [c99]Hao-Min Liu, Yi-Hsuan Yang:
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. ICMLA 2018: 722-727 - [c98]Jen-Yu Liu, Yi-Hsuan Yang:
Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. ICMLA 2018: 773-778 - [c97]Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Learning to Recognize Transient Sound Events using Attentional Supervision. IJCAI 2018: 3336-3342 - [c96]Yun-Ning Hung, Yi-Hsuan Yang:
Frame-level Instrument Recognition by Timbre and Pitch. ISMIR 2018: 135-142 - [c95]Hao-Wen Dong, Yi-Hsuan Yang:
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. ISMIR 2018: 190-196 - 2017
- [c94]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Music thumbnailing via neural attention modeling of music emotion. APSIPA 2017: 347-350 - [c93]Chia-An Yu, Tak-Shing Chan, Yi-Hsuan Yang:
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation. CIKM 2017: 2415-2418 - [c92]Lufei Gao, Li Su, Yi-Hsuan Yang, Tan Lee:
Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram. ICASSP 2017: 291-295 - [c91]Shih-Yang Su, Cheng-Kai Chiu, Li Su, Yi-Hsuan Yang:
Automatic conversion of Pop music into chiptunes for 8-bit pixel art. ICASSP 2017: 411-415 - [c90]Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen:
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. ICASSP 2017: 621-625 - [c89]Ting-Wei Su, Jen-Yu Liu, Yi-Hsuan Yang:
Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks. ICASSP 2017: 791-795 - [c88]Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Deep-net fusion to classify shots in concert videos. ICASSP 2017: 1383-1387 - [c87]Szu-Yu Chou, Li-Chia Yang, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Conditional preference nets for user and item cold start problems in music recommendation. ICME 2017: 1147-1152 - [c86]Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang:
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. ISMIR 2017: 324-331 - 2016
- [c85]Mu-Heng Yang, Li Su, Yi-Hsuan Yang:
Highlighting root notes in chord recognition using cepstral features and multi-task learning. APSIPA 2016: 1-8 - [c84]Li Su, Tsung-Ying Chuang, Yi-Hsuan Yang:
Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony. ISMIR 2016: 393-399 - [c83]Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music task: Lessons Learned. MediaEval 2016 - [c82]Jen-Yu Liu, Yi-Hsuan Yang:
Event Localization in Music Auto-tagging. ACM Multimedia 2016: 1048-1057 - [c81]Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang:
Query-based Music Recommendations via Preference Embedding. RecSys 2016: 79-82 - [c80]Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin:
Addressing Cold Start for Next-song Recommendation. RecSys 2016: 115-118 - 2015
- [c79]Li Su, Yi-Hsuan Yang:
Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription. CMMR 2015: 309-321 - [c78]Ping-Keng Jao, Yuan-Pin Lin, Yi-Hsuan Yang, Tzyy-Ping Jung:
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. EMBC 2015: 570-573 - [c77]Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg:
Informed monaural source separation of music based on convolutional sparse coding. ICASSP 2015: 236-240 - [c76]Yu-An Chen, Yi-Hsuan Yang, Ju-Chiang Wang, Homer H. Chen:
The AMG1608 dataset for music emotion recognition. ICASSP 2015: 693-697 - [c75]Tak-Shing Chan, Tzu-Chun Yeh, Zhe-Cheng Fan, Hung-Wei Chen, Li Su, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Vocal activity informed singing voice separation with the iKala dataset. ICASSP 2015: 718-722 - [c74]Szu-Yu Chou, Yi-Hsuan Yang, Yu-Ching Lin:
Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics. ICME 2015: 1-6 - [c73]Che-Yuan Liang, Li Su, Yi-Hsuan Yang, Hsin-Ming Lin:
Musical Offset Detection of Pitched Instruments: The Case of Violin. ISMIR 2015: 281-287 - [c72]Yin-Jyun Luo, Li Su, Yi-Hsuan Yang, Tai-Shih Chi:
Detection of Common Mistakes in Novice Violin Playing. ISMIR 2015: 316-322 - [c71]Yuan-Ping Chen, Li Su, Yi-Hsuan Yang:
Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition. ISMIR 2015: 708-714 - [c70]Pei-Ching Li, Li Su, Yi-Hsuan Yang, Alvin W. Y. Su:
Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features. ISMIR 2015: 809-815 - [c69]Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music Task at MediaEval 2015. MediaEval 2015 - [c68]Jheng-Wei Peng, Shih-Wei Sun, Wen-Huang Cheng, Yi-Hsuan Yang:
eMosic: Mobile Media Pushing through Social Emotion Sensing. ACM Multimedia 2015: 753-754 - [c67]Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. ACM Multimedia 2015: 1349 - [c66]Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang:
Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. RecSys Posters 2015 - 2014
- [c65]Chin-Chia Michael Yeh, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Improving music auto-tagging by intra-song instance bagging. ICASSP 2014: 2139-2143 - [c64]Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen:
Linear regression-based adaptation of music emotion recognition models for personalization. ICASSP 2014: 2149-2153 - [c63]Ping-Keng Jao, Chin-Chia Michael Yeh, Yi-Hsuan Yang:
Modified lasso screening for audio word-based music classification using large-scale dictionary. ICASSP 2014: 5207-5211 - [c62]Li-Fan Yu, Li Su, Yi-Hsuan Yang:
Sparse cepstral codes and power scale for instrument identification. ICASSP 2014: 7460-7464 - [c61]Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang:
Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. ICDM Workshops 2014: 1158-1162 - [c60]Xiao Hu, Yi-Hsuan Yang:
A Study on Cross-cultural and Cross-dataset Generalizability of Music Mood Regression Models. ICMC 2014 - [c59]Li Su, Yi-Hsuan Yang:
Power-Scaled Spectral Flux and Peak-Valley Group-Delay Methods for Robust Musical Onset Detection. ICMC 2014 - [c58]Li Su, Li-Fan Yu, Yi-Hsuan Yang, Hsin-Yu Lai:
Resolving Octave Ambiguities: A Cross-dataset Investigation. ICMC 2014 - [c57]Wei-Chih Lin, Shih-Wei Sun, Wen-Huang Cheng, Yi-Hsuan Yang, Kai-Lung Hua, Fujui Wang, Jun-Jieh Wang:
Attaching-music: An interactive music delivery system for private listening as wherever you go. ICME Workshops 2014: 1-2 - [c56]Jen-Yu Liu, Sung-Yen Liu, Yi-Hsuan Yang:
LJ2M dataset: Toward better understanding of music listening behavior and user mood. ICME 2014: 1-6 - [c55]Shuo-Yang Wang, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Towards time-varying music auto-tagging based on CAL500 expansion. ICME 2014: 1-6 - [c54]Che-Hua Yeh, Yi-Hsuan Yang, Ming-Hsu Chang, Hong-Yuan Mark Liao:
Music Driven Human Motion Manipulation for Characters in a Video. ISM 2014: 241-244 - [c53]Li Su, Li-Fan Yu, Yi-Hsuan Yang:
Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification. ISMIR 2014: 9-14 - [c52]Ju-Chiang Wang, Ming-Chi Yen, Yi-Hsuan Yang, Hsin-Min Wang:
Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos. ISMIR 2014: 239-244 - [c51]Xiao Hu, Yi-Hsuan Yang:
Cross-cultural mood regression for music digital libraries. JCDL 2014: 471-472 - [c50]Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music Task at MediaEval 2014. MediaEval 2014 - [c49]Chin-Chia Michael Yeh, Ping-Keng Jao, Yi-Hsuan Yang:
AWtoolbox: Characterizing Audio Information Using Audio Words. ACM Multimedia 2014: 809-812 - [c48]Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering:
Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia 2014: 1161-1164 - 2013
- [c47]Ping-Keng Jao, Li Su, Yi-Hsuan Yang:
Analyzing the dictionary properties and sparsity constraints for a dictionary-based music genre classification system. APSIPA 2013: 1-8 - [c46]Chin-Chia Michael Yeh, Yi-Hsuan Yang:
Towards a more efficient sparse coding based audio-word feature extraction system. APSIPA 2013: 1-7 - [c45]Chin-Chia Michael Yeh, Li Su, Yi-Hsuan Yang:
Dual-layer bag-of-frames model for music genre classification. ICASSP 2013: 246-250 - [c44]Cheng-Ya Sha, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen:
Singing voice timbre classification of Chinese popular music. ICASSP 2013: 734-738 - [c43]Yuan-Ching Teng, Ying-Shu Kuo, Yi-Hsuan Yang:
A large in-situ dataset for context-aware music recommendation on smartphones. ICME Workshops 2013: 1-4 - [c42]Yi-Hsuan Yang:
Towards real-time music auto-tagging using sparse features. ICME 2013: 1-6 - [c41]Li Su, Yi-Hsuan Yang:
Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation. ISMIR 2013: 349-354 - [c40]Yi-Hsuan Yang:
Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries. ISMIR 2013: 427-432 - [c39]Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Yi-Hsuan Yang:
The MediaEval 2013 Brave New Task: Emotion in Music. MediaEval 2013 - [c38]Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Cheng-Ya Sha, Yi-Hsuan Yang:
1000 songs for emotional analysis of music. CrowdMM@ACM Multimedia 2013: 1-6 - [c37]Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang:
Using emotional context from article for contextual music recommendation. ACM Multimedia 2013: 649-652 - [c36]Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang:
Music Recommendation Based on Multiple Contextual Similarity Information. Web Intelligence 2013: 65-72 - 2012
- [c35]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng:
Personalized music emotion recognition via model adaptation. APSIPA 2012: 1-7 - [c34]Yi-Hsuan Yang, Xiao Hu:
Cross-cultural Music Mood Classification: A Comparison on English and Chinese Songs. ISMIR 2012: 19-24 - [c33]Chin-Chia Michael Yeh, Yi-Hsuan Yang:
Supervised dictionary learning for music genre classification. ICMR 2012: 55 - [c32]Jen-Yu Liu, Yi-Hsuan Yang:
Inferring personal traits from music listening history. MIRUM 2012: 31-36 - [c31]Ju-Chiang Wang, Yi-Hsuan Yang, Kaichun Chang, Hsin-Min Wang, Shyh-Kang Jeng:
Exploring the relationship between categorical and dimensional emotion semantics of music. MIRUM 2012: 63-68 - [c30]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng:
The acoustic emotion gaussians model for emotion-based music annotation and retrieval. ACM Multimedia 2012: 89-98 - [c29]Yi-Hsuan Yang:
On sparse and low-rank matrix decomposition for singing voice separation. ACM Multimedia 2012: 757-760 - [c28]Jen-Yu Liu, Chin-Chia Michael Yeh, Yi-Hsuan Yang, Yuan-Ching Teng:
Bilingual analysis of song lyrics and audio words. ACM Multimedia 2012: 829-832 - [c27]Ju-Chiang Wang, Yi-Hsuan Yang, I-Hong Jhuo, Yen-Yu Lin, Hsin-Min Wang:
The acousticvisual emotion guassians model for automatic generation of music video. ACM Multimedia 2012: 1379-1380 - [c26]Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo:
Music retagging using label propagation and robust principal component analysis. WWW (Companion Volume) 2012: 869-876 - 2011
- [c25]Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu:
Unsupervised auxiliary visual words discovery for large-scale image object retrieval. CVPR 2011: 905-912 - [c24]Cheng-Te Lee, Yi-Hsuan Yang, Homer H. Chen:
Automatic transcription of piano music by sparse representation of magnitude spectra. ICME 2011: 1-6 - [c23]Keng-Sheng Lin, Ann Lee, Yi-Hsuan Yang, Cheng-Te Lee, Homer H. Chen:
Automatic highlights extraction for drama video using music emotion and human face features. MMSP 2011: 1-6 - 2010
- [c22]Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu:
A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery. ACM Multimedia 2010: 1559-1562 - 2009
- [c21]Yi-Hsuan Yang, Homer H. Chen:
Music emotion ranking. ICASSP 2009: 1657-1660 - [c20]Yu-Ching Lin, Yi-Hsuan Yang, Homer H. Chen, I-Bin Liao, Yeh-Chin Ho:
Exploiting genre for music emotion classification. ICME 2009: 618-621 - [c19]Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen:
Clustering for music search results. ICME 2009: 874-877 - [c18]Heng Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen:
Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information. ISCAS 2009: 1677-1680 - [c17]Yi-Hsuan Yang, Yu-Ching Lin, Ann Lee, Homer H. Chen:
Improving Musical Concept Detection by Ordinal Regression and Context Fusion. ISMIR 2009: 147-152 - [c16]Min-Yian Su, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen:
An Integrated Approach to Music Boundary Detection. ISMIR 2009: 705-710 - [c15]Liang-Chi Hsieh, Kuan-Ting Chen, Chien-Hsing Chiang, Yi-Hsuan Yang, Guan-Long Wu, Chun-Sung Ferng, Hsiu-Wen Hsueh, Angela Charng-Rurng Tsai, Winston H. Hsu:
Canonical image selection and efficient image graph construction for large-scale flickr photos. ACM Multimedia 2009: 1121-1122 - [c14]Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen:
Personalized music emotion recognition. SIGIR 2009: 748-749 - 2008
- [c13]Yi-Hsuan Yang, Winston H. Hsu:
Video search reranking via online ordinal reranking. ICME 2008: 285-288 - [c12]Heng Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, I-Bin Liao, Homer H. Chen:
Automatic chord recognition for music classification and retrieval. ICME 2008: 1505-1508 - [c11]Yi-Hsuan Yang, Po Tun Wu, Ching-Wei Lee, Kuan Hung Lin, Winston H. Hsu, Homer H. Chen:
ContextSeer: context search and recommendation at query time for shared consumer photos. ACM Multimedia 2008: 199-208 - [c10]Po Tun Wu, Yi-Hsuan Yang, Kuan-Ting Chen, Winston H. Hsu, Tien-Hsu Lee, Chun Jen Lee:
Keyword-based concept search on consumer photos by web-based kernel function. ACM Multimedia 2008: 651-654 - [c9]Yi-Hsuan Yang, Yu-Ching Lin, Heng Tze Cheng, Homer H. Chen:
Mr. Emo: music retrieval in the emotion plane. ACM Multimedia 2008: 1003-1004 - [c8]Tien-Lin Wu, Hsuan-Kai Wang, Chien-Chang Ho, Yuan-Pin Lin, Ting-Ting Hu, Ming-Fang Weng, Li-Wei Chan, Changhua Yang, Yi-Hsuan Yang, Yi-Ping Hung, Yung-Yu Chuang, Hsin-Hsi Chen, Homer H. Chen, Jyh-Horng Chen, Shyh-Kang Jeng:
Interactive content presentation based on expressed emotion and physiological feedback. ACM Multimedia 2008: 1009-1010 - [c7]Yi-Hsuan Yang, Yu-Ching Lin, Heng Tze Cheng, I-Bin Liao, Yeh-Chin Ho, Homer H. Chen:
Toward Multi-modal Music Emotion Classification. PCM 2008: 70-79 - 2007
- [c6]Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. Chen:
Music Emotion Classification: A Regression Approach. ICME 2007: 208-211 - [c5]Yi-Hsuan Yang, Ya-Fan Su, Yu-Ching Lin, Homer H. Chen:
Music emotion recognition: the role of individuality. HCM@MM 2007: 13-22 - [c4]Ming-Fang Weng, Chun-Kang Chen, Yi-Hsuan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, Chih-Jen Lin:
The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007. TRECVID 2007 - 2006
- [c3]Yi-Hsuan Yang, Meng-Ting Lu, Homer H. Chen:
Smooth Playout Control for Video Streaming over Error-Prone Channels. ISM 2006: 415-418 - [c2]Chia Chu Liu, Yi-Hsuan Yang, Ping-Hao Wu, Homer H. Chen:
Detecting and Classifying Emotion in Popular Music. JCIS 2006 - [c1]Yi-Hsuan Yang, Chia Chu Liu, Homer H. Chen:
Music emotion classification: a fuzzy approach. ACM Multimedia 2006: 81-84
Parts in Books or Collections
- 2017
- [p2]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Affective Music Information Retrieval. Emotions and Personality in Personalized Services 2017: 227-261 - 2016
- [p1]Yi-Hsuan Yang, Ju-Chiang Wang, Yu-An Chen, Homer H. Chen:
Model Adaptation for Personalized Music Emotion Recognition. Handbook of Pattern Recognition and Computer Vision 2016: 175-193
Editorship
- 2015
- [e3]Martha A. Larson, Bogdan Ionescu, Mats Sjöberg, Xavier Anguera, Johann Poignant, Michael Riegler, Maria Eskevich, Claudia Hauff, Richard F. E. Sutcliffe, Gareth J. F. Jones, Yi-Hsuan Yang, Mohammad Soleymani, Symeon Papadopoulos:
Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015. CEUR Workshop Proceedings 1436, CEUR-WS.org 2015 [contents] - [e2]Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang:
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, ASM 2015, Brisbane, Australia, October 30, 2015. ACM 2015, ISBN 978-1-4503-3750-2 [contents] - 2014
- [e1]Hsin-Min Wang, Yi-Hsuan Yang, Jin Ha Lee:
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014. 2014 [contents]
Informal and Other Publications
- 2024
- [i87]Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. CoRR abs/2406.15751 (2024) - [i86]Yu-Hua Chen, Yen-Tung Yeh, Yuan-Chiao Cheng, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Towards zero-shot amplifier modeling: One-to-many amplifier modeling via tone embedding control. CoRR abs/2407.10646 (2024) - [i85]Yun-Han Lan, Wen-Yi Hsiao, Hao-Chung Cheng, Yi-Hsuan Yang:
MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation. CoRR abs/2407.15060 (2024) - [i84]Fang-Duo Tsai, Shih-Lun Wu, Haven Kim, Bo-Yu Chen, Hao-Chung Cheng, Yi-Hsuan Yang:
Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning. CoRR abs/2407.16564 (2024) - [i83]Ying-Shuo Lee, Yueh-Po Peng, Jui-Te Wu, Ming Cheng, Li Su, Yi-Hsuan Yang:
Distortion Recovery: A Two-Stage Method for Guitar Effect Removal. CoRR abs/2407.16639 (2024) - [i82]Jingyue Huang, Yi-Hsuan Yang:
Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation. CoRR abs/2407.20176 (2024) - [i81]Chih-Pin Tan, Shuen-Huei Guan, Yi-Hsuan Yang:
PiCoGen: Generate Piano Covers with a Two-stage Approach. CoRR abs/2407.20883 (2024) - [i80]Jingyue Huang, Ke Chen, Yi-Hsuan Yang:
Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation. CoRR abs/2407.20955 (2024) - [i79]Chih-Pin Tan, Hsin Ai, Yi-Hsin Chang, Shuen-Huei Guan, Yi-Hsuan Yang:
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data. CoRR abs/2408.01551 (2024) - [i78]Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang:
Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling. CoRR abs/2408.04829 (2024) - [i77]Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang:
PyNeuralFx: A Python Package for Neural Audio Effect Modeling. CoRR abs/2408.06053 (2024) - [i76]Yen-Tung Yeh, Yu-Hua Chen, Yuan-Chiao Cheng, Jui-Te Wu, Jun-Jie Fu, Yi-Fan Yeh, Yi-Hsuan Yang:
DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling. CoRR abs/2408.11405 (2024) - [i75]Dinh-Viet-Toan Le, Yi-Hsuan Yang:
METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation. CoRR abs/2409.11753 (2024) - [i74]Yu-Hua Chen, Yuan-Chiao Cheng, Yen-Tung Yeh, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Demo of Zero-Shot Guitar Amplifier Modelling: Enhancing Modeling with Hyper Neural Networks. CoRR abs/2410.04702 (2024) - 2023
- [i73]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 abs/2308.10355 (2023) - 2022
- [i72]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 abs/2202.09907 (2022) - [i71]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 abs/2208.04756 (2022) - [i70]Yen-Tung Yeh, Bo-Yu Chen, Yi-Hsuan Yang:
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. CoRR abs/2209.01751 (2022) - [i69]Shih-Lun Wu, Yi-Hsuan Yang:
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. CoRR abs/2209.08212 (2022) - [i68]Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang:
Melody Infilling with User-Provided Structural Context. CoRR abs/2210.02829 (2022) - [i67]Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang:
JukeDrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. CoRR abs/2210.06007 (2022) - [i66]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 abs/2210.06817 (2022) - 2021
- [i65]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 abs/2101.02402 (2021) - [i64]Shih-Lun Wu, Yi-Hsuan Yang:
MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with Just One Transformer VAE. CoRR abs/2105.04090 (2021) - [i63]Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard:
Relative Positional Encoding for Transformers with Linear Complexity. CoRR abs/2105.08399 (2021) - [i62]Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang:
Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. CoRR abs/2106.08685 (2021) - [i61]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 abs/2106.08703 (2021) - [i60]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 abs/2107.05223 (2021) - [i59]Pedro Sarmento, Adarsh Kumar, CJ Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang:
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. CoRR abs/2107.14653 (2021) - [i58]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 abs/2108.01374 (2021) - [i57]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 abs/2108.01576 (2021) - [i56]Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang:
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. CoRR abs/2108.05064 (2021) - [i55]Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang:
KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms. CoRR abs/2110.04005 (2021) - [i54]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 abs/2110.06525 (2021) - [i53]Wei-Han Hsu, Bo-Yu Chen, Yi-Hsuan Yang:
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features. CoRR abs/2110.08862 (2021) - [i52]Joann Ching, Yi-Hsuan Yang:
Learning To Generate Piano Music With Sustain Pedals. CoRR abs/2111.01216 (2021) - [i51]Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang:
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer. CoRR abs/2111.04093 (2021) - [i50]Chih-Pin Tan, Chin-Jui Chang, Alvin W. Y. Su, Yi-Hsuan Yang:
Music Score Expansion with Variable-Length Infilling. CoRR abs/2111.06046 (2021) - 2020
- [i49]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 abs/2001.02360 (2020) - [i48]Yu-Siang Huang, Yi-Hsuan Yang:
Pop Music Transformer: Generating Music with Rhythm and Harmony. CoRR abs/2002.00212 (2020) - [i47]Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang:
Speech-to-Singing Conversion in an Encoder-Decoder Framework. CoRR abs/2002.06595 (2020) - [i46]Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang:
Addressing the confounds of accompaniments in singer identification. CoRR abs/2002.06817 (2020) - [i45]Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier:
A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. CoRR abs/2002.09021 (2020) - [i44]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. CoRR abs/2005.08526 (2020) - [i43]Da-Yi Wu, Yi-Hsuan Yang:
Speech-to-Singing Conversion based on Boundary Equilibrium GAN. CoRR abs/2005.13835 (2020) - [i42]Shih-Lun Wu, Yi-Hsuan Yang:
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. CoRR abs/2008.01307 (2020) - [i41]Yu-Hua Chen, Yu-Hsiang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang:
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. CoRR abs/2008.01431 (2020) - [i40]Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang:
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. CoRR abs/2008.02011 (2020) - [i39]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 abs/2008.02480 (2020) - [i38]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 abs/2008.10267 (2020) - [i37]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 abs/2008.11507 (2020) - 2019
- [i36]Hao-Wen Dong, Yi-Hsuan Yang:
Towards a Deeper Understanding of Adversarial Losses. CoRR abs/1901.08753 (2019) - [i35]Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang:
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. CoRR abs/1902.03722 (2019) - [i34]Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang:
Collaborative Similarity Embedding for Recommender Systems. CoRR abs/1902.06188 (2019) - [i33]Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang:
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. CoRR abs/1905.11689 (2019) - [i32]Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang:
Musical Composition Style Transfer via Disentangled Timbre Representations. CoRR abs/1905.13567 (2019) - [i31]Jen-Yu Liu, Yi-Hsuan Yang:
Dilated Convolution with Dilated GRU for Music Source Separation. CoRR abs/1906.01203 (2019) - [i30]Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. CoRR abs/1908.09484 (2019) - [i29]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Score and Lyrics-Free Singing Voice Generation. CoRR abs/1912.11747 (2019) - [i28]Meinard Müller, Emilia Gómez, Yi-Hsuan Yang:
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052). Dagstuhl Reports 9(1): 125-177 (2019) - 2018
- [i27]Tak-Shing T. Chan, Yi-Hsuan Yang:
Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit. CoRR abs/1801.03773 (2018) - [i26]Tak-Shing T. Chan, Yi-Hsuan Yang:
Informed Group-Sparse Representation for Singing Voice Separation. CoRR abs/1801.03815 (2018) - [i25]Tak-Shing T. Chan, Yi-Hsuan Yang:
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. CoRR abs/1801.03816 (2018) - [i24]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Pop Music Highlighter: Marking the Emotion Keypoints. CoRR abs/1802.10495 (2018) - [i23]Hao-Wen Dong, Yi-Hsuan Yang:
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. CoRR abs/1804.09399 (2018) - [i22]Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng:
Weakly-supervised Visual Instrument-playing Action Detection in Videos. CoRR abs/1805.02031 (2018) - [i21]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. CoRR abs/1805.09621 (2018) - [i20]Yun-Ning Hung, Yi-Hsuan Yang:
Frame-level Instrument Recognition by Timbre and Pitch. CoRR abs/1806.09587 (2018) - [i19]Jen-Yu Liu, Yi-Hsuan Yang:
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. CoRR abs/1807.01898 (2018) - [i18]Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks. CoRR abs/1807.02254 (2018) - [i17]Hao-Min Liu, Yi-Hsuan Yang:
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. CoRR abs/1807.11161 (2018) - [i16]Hao-Wen Dong, Yi-Hsuan Yang:
Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation. CoRR abs/1810.04714 (2018) - [i15]Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang:
A Streamlined Encoder/Decoder Architecture for Melody Extraction. CoRR abs/1810.12947 (2018) - [i14]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Multitask learning for frame-level instrument recognition. CoRR abs/1811.01143 (2018) - [i13]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Learning Disentangled Representations for Timber and Pitch in Music Audio. CoRR abs/1811.03271 (2018) - [i12]Bryan Wang, Yi-Hsuan Yang:
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. CoRR abs/1811.04357 (2018) - [i11]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. CoRR abs/1812.01269 (2018) - 2017
- [i10]Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang:
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions. CoRR abs/1703.10847 (2017) - [i9]Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen:
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. CoRR abs/1704.01280 (2017) - [i8]Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Music Signal Processing Using Vector Product Neural Networks. CoRR abs/1706.09555 (2017) - [i7]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games. CoRR abs/1709.04384 (2017) - [i6]Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang:
MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks. CoRR abs/1709.06298 (2017) - [i5]Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen:
Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss. CoRR abs/1710.10814 (2017) - [i4]Chih-Ming Chen, Yi-Hsuan Yang, Yian Chen, Ming-Feng Tsai:
Vertex-Context Sampling for Weighted Network Embedding. CoRR abs/1711.00227 (2017) - 2016
- [i3]Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang, Tai-Shih Chi:
Neural Network Based Next-Song Recommendation. CoRR abs/1606.07722 (2016) - [i2]Jen-Yu Liu, Shyh-Kang Jeng, Yi-Hsuan Yang:
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals. CoRR abs/1608.07373 (2016) - 2015
- [i1]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Affective Music Information Retrieval. CoRR abs/1502.05131 (2015)
Coauthor Index
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