Yi-Hsuan Yang - RankMe

312 papers A* 32A 18B 3C 10Misc 26Journal 142Unranked 76

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Identifying Human-GenAI Relations for Knowledge Management with Action Design Research Approach. HICSS Wen-Cheng Shen, Yi-Hsuan Yang, Fu-ren Lin
2026	J	`jnl`	MIDI-Informed Singing Accompaniment Generation in a Compositional Song Pipeline. CoRR Fang-Duo Tsai, Yi-An Lai, Fei-Yueh Chen, Hsueh-Wei Fu, Li Chai, Wei-Jaw Lee, Hao-Chung Cheng, Yi-Hsuan Yang
2026	J	`jnl`	Training-Efficient Text-to-Music Generation with State-Space Modeling. CoRR Wei-Jaw Lee, Fang-Chih Hsieh, Xuanjun Chen, Fang-Duo Tsai, Yi-Hsuan Yang
2025	Misc	`conf`	DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling. ICASSP Yen-Tung Yeh, Yu-Hua Chen, Yuan-Chiao Cheng, Jui-Te Wu, Jun-Jie Fu, Yi-Fan Yeh, Yi-Hsuan Yang
2025	J	`jnl`	Exploring State-Space-Model based Language Model in Music Generation. CoRR Weijaw Lee, Fang-Chih Hsieh, Xuanjun Chen, Fang-Duo Tsai, Yi-Hsuan Yang
2025	—	`conf`	Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures. ISMIR Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025	J	`jnl`	Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures. CoRR Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025	J	`jnl`	How Does Instrumental Music Help SingFake Detection? CoRR Xuanjun Chen, Chia-Yu Hu, I-Ming Lin, Yi-Cheng Lin, I-Hsiang Chiu, You Zhang, Sung-Feng Huang, Yi-Hsuan Yang, Haibin Wu, Hung-yi Lee, Jyh-Shing Roger Jang
2025	J	`jnl`	LargeSHS: A large-scale dataset of music adaptation. CoRR Chih-Pin Tan, Hsuan-Kai Kao, Li Su, Yi-Hsuan Yang
2025	A*	`conf`	METEOR: Melody-aware Texture-controllable Symbolic Music Re-Orchestration via Transformer VAE. IJCAI Dinh-Viet-Toan Le, Yi-Hsuan Yang
2025	A*	`conf`	MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners. ICML Fang-Duo Tsai, Shih-Lun Wu, Weijaw Lee, Sheng-Ping Yang, Bo-Rui Chen, Hao-Chung Cheng, Yi-Hsuan Yang
2025	J	`jnl`	MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners. CoRR Fang-Duo Tsai, Shih-Lun Wu, Weijaw Lee, Sheng-Ping Yang, Bo-Rui Chen, Hao-Chung Cheng, Yi-Hsuan Yang
2025	J	`jnl`	Segment-Factorized Full-Song Generation on Symbolic Piano Music. CoRR Ping-Yi Chen, Chih-Pin Tan, Yi-Hsuan Yang
2025	J	`jnl`	SynthCloner: Synthesizer Preset Conversion via Factorized Codec with ADSR Envelope Control. CoRR Jeng-Yue Liu, Ting-Chao Hsu, Yen-Tung Yeh, Li Su, Yi-Hsuan Yang
2025	J	`jnl`	Time-Shifted Token Scheduling for Symbolic Music Generation. CoRR Ting-Kang Wang, Chih-Pin Tan, Yi-Hsuan Yang
2025	J	`jnl`	Towards Generalizability to Tone and Content Variations in the Transcription of Amplifier Rendered Electric Guitar Audio. CoRR Yu-Hua Chen, Yuan-Chiao Cheng, Yen-Tung Yeh, Jui-Te Wu, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2025	—	`conf`	Transformer-Based Unpaired Piano Accompaniment Style Transfer. APSIPA Hsin Ai, Yi-Hsuan Yang
2024	—	`conf`	Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music With Lightweight Finetuning. ISMIR Fang-Duo Tsai, Shih-Lun Wu, Haven Kim, Bo-Yu Chen, Hao-Chung Cheng, Yi-Hsuan Yang
2024	J	`jnl`	Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning. CoRR Fang-Duo Tsai, Shih-Lun Wu, Haven Kim, Bo-Yu Chen, Hao-Chung Cheng, Yi-Hsuan Yang
2024	J	`jnl`	DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling. CoRR Yen-Tung Yeh, Yu-Hua Chen, Yuan-Chiao Cheng, Jui-Te Wu, Jun-Jie Fu, Yi-Fan Yeh, Yi-Hsuan Yang
2024	J	`jnl`	Demo of Zero-Shot Guitar Amplifier Modelling: Enhancing Modeling with Hyper Neural Networks. CoRR Yu-Hua Chen, Yuan-Chiao Cheng, Yen-Tung Yeh, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024	J	`jnl`	Distortion Recovery: A Two-Stage Method for Guitar Effect Removal. CoRR Ying-Shuo Lee, Yueh-Po Peng, Jui-Te Wu, Ming Cheng, Li Su, Yi-Hsuan Yang
2024	J	`jnl`	Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation. CoRR Jingyue Huang, Yi-Hsuan Yang
2024	—	`conf`	Emotion-Driven Piano Music Generation via Two-Stage Disentanglement and Functional Representation. ISMIR Jingyue Huang, Ke Chen, Yi-Hsuan Yang
2024	J	`jnl`	Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation. CoRR Jingyue Huang, Ke Chen, Yi-Hsuan Yang
2024	J	`jnl`	Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling. CoRR Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang
2024	J	`jnl`	Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. CoRR Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024	J	`jnl`	METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation. CoRR Dinh-Viet-Toan Le, Yi-Hsuan Yang
2024	J	`jnl`	Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. IEEE Signal Process. Mag. Gaël Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller
2024	—	`conf`	MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation. ISMIR Yun-Han Lan, Wen-Yi Hsiao, Hao-Chung Cheng, Yi-Hsuan Yang
2024	J	`jnl`	MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation. CoRR Yun-Han Lan, Wen-Yi Hsiao, Hao-Chung Cheng, Yi-Hsuan Yang
2024	J	`jnl`	Music2Fail: Transfer Music to Failed Recorder Style. CoRR Chon-In Leong, I-Ling Chung, Kin-Fong Chao, Jun-You Wang, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2024	—	`conf`	PiCoGen2: Piano Cover Generation With Transfer Learning Approach and Weakly Aligned Data. ISMIR Chih-Pin Tan, Hsin Ai, Yi-Hsin Chang, Shuen-Huei Guan, Yi-Hsuan Yang
2024	J	`jnl`	PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data. CoRR Chih-Pin Tan, Hsin Ai, Yi-Hsin Chang, Shuen-Huei Guan, Yi-Hsuan Yang
2024	B	`conf`	PiCoGen: Generate Piano Covers with a Two-stage Approach. ICMR Chih-Pin Tan, Shuen-Huei Guan, Yi-Hsuan Yang
2024	J	`jnl`	PiCoGen: Generate Piano Covers with a Two-stage Approach. CoRR Chih-Pin Tan, Shuen-Huei Guan, Yi-Hsuan Yang
2024	J	`jnl`	PyNeuralFx: A Python Package for Neural Audio Effect Modeling. CoRR Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang
2024	—	`conf`	Towards Zero-Shot Amplifier Modeling: One-to-Many Amplifier Modeling via Tone Embedding Control. ISMIR Yu-Hua Chen, Yen-Tung Yeh, Yuan-Chiao Cheng, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024	J	`jnl`	Towards zero-shot amplifier modeling: One-to-many amplifier modeling via tone embedding control. CoRR Yu-Hua Chen, Yen-Tung Yeh, Yuan-Chiao Cheng, Jui-Te Wu, Yu-Hsiang Ho, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2023	Misc	`conf`	Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. ICASSP Shih-Lun Wu, Yi-Hsuan Yang
2023	J	`jnl`	Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. CoRR Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2023	J	`jnl`	Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. IEEE ACM Trans. Audio Speech Lang. Process. Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2023	J	`jnl`	MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE. IEEE ACM Trans. Audio Speech Lang. Process. Shih-Lun Wu, Yi-Hsuan Yang
2023	J	`jnl`	Theme Transformer: Symbolic Music Generation With Theme-Conditioned Transformer. IEEE Trans. Multim. Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang
2022	J	`jnl`	An Analysis Method for Metric-Level Switching in Beat Tracking. CoRR Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2022	J	`jnl`	An Analysis Method for Metric-Level Switching in Beat Tracking. IEEE Signal Process. Lett. Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, Yi-Hsuan Yang
2022	Misc	`conf`	Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. ICASSP Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2022	J	`jnl`	Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. CoRR Shih-Lun Wu, Yi-Hsuan Yang
2022	—	`conf`	DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation. ISMIR Da-Yi Wu, Wen-Yi Hsiao, Fu-Rong Yang, Oscar Friedman, Warren Jackson, Scott Bruzenak, Yi-Wen Liu, Yi-Hsuan Yang
2022	J	`jnl`	DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation. CoRR Da-Yi Wu, Wen-Yi Hsiao, Fu-Rong Yang, Oscar Friedman, Warren Jackson, Scott Bruzenak, Yi-Wen Liu, Yi-Hsuan Yang
2022	—	`conf`	Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. ISMIR Yen-Tung Yeh, Yi-Hsuan Yang, Bo-Yu Chen
2022	J	`jnl`	Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. CoRR Yen-Tung Yeh, Bo-Yu Chen, Yi-Hsuan Yang
2022	J	`jnl`	JukeDrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. CoRR Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang
2022	—	`conf`	Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. ISMIR Yueh-Kao Wu, Ching-Yu Chiu, Yi-Hsuan Yang
2022	Misc	`conf`	KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE Using Mel-Spectrograms. ICASSP Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang
2022	—	`conf`	Melody Infilling with User-Provided Structural Context. ISMIR Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang
2022	J	`jnl`	Melody Infilling with User-Provided Structural Context. CoRR Chih-Pin Tan, Alvin W. Y. Su, Yi-Hsuan Yang
2022	Misc	`conf`	Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model. ICASSP Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2022	J	`jnl`	towards automatic transcription of polyphonic electric guitar music: a new dataset and a multi-loss transformer model. CoRR Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2021	J	`jnl`	A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset. CoRR Tun-Min Hung, Bo-Yu Chen, Yen-Tung Yeh, Yi-Hsuan Yang
2021	—	`conf`	A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset. ISMIR Tun-Min Hung, Bo-Yu Chen, Yen-Tung Yeh, Yi-Hsuan Yang
2021	J	`jnl`	Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. CoRR Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2021	—	`conf`	Automatic Music Composition with Transformers. MMArt&ACM@ICMR Yi-Hsuan Yang
2021	A*	`conf`	Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. AAAI Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
2021	J	`jnl`	Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. CoRR Wen-Yi Hsiao, Jen-Yu Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
2021	—	`conf`	DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. ISMIR Pedro Sarmento, Adarsh Kumar, CJ Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
2021	J	`jnl`	DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. CoRR Pedro Sarmento, Adarsh Kumar, CJ Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
2021	J	`jnl`	Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features. CoRR Wei-Han Hsu, Bo-Yu Chen, Yi-Hsuan Yang
2021	J	`jnl`	Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. CoRR Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang
2021	J	`jnl`	Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. IEEE Signal Process. Lett. Ching-Yu Chiu, Alvin Wen-Yu Su, Yi-Hsuan Yang
2021	—	`conf`	EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. ISMIR Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
2021	J	`jnl`	EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. CoRR Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
2021	J	`jnl`	KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE using Mel-spectrograms. CoRR Chien-Feng Liao, Jen-Yu Liu, Yi-Hsuan Yang
2021	J	`jnl`	Learning To Generate Piano Music With Sustain Pedals. CoRR Joann Ching, Yi-Hsuan Yang
2021	—	`conf`	Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition. ISMIR Juan Sebastián Gómez Cañón, Estefanía Cano, Yi-Hsuan Yang, Perfecto Herrera, Emilia Gómez
2021	J	`jnl`	Leveraging Affective Hashtags for Ranking Music Recommendations. IEEE Trans. Affect. Comput. Eva Zangerle, Chih-Ming Chen, Ming-Feng Tsai, Yi-Hsuan Yang
2021	—	`conf`	Mandarin Singing Voice Synthesis with a Phonology-based Duration Model. APSIPA ASC Fu-Rong Yang, Yin-Ping Cho, Yi-Hsuan Yang, Da-Yi Wu, Shan-Hung Wu, Yi-Wen Liu
2021	J	`jnl`	MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding. CoRR Yi-Hui Chou, I-Chun Chen, Chin-Jui Chang, Joann Ching, Yi-Hsuan Yang
2021	J	`jnl`	MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with Just One Transformer VAE. CoRR Shih-Lun Wu, Yi-Hsuan Yang
2021	J	`jnl`	Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications. IEEE Signal Process. Mag. Juan Sebastián Gómez Cañón, Estefanía Cano, Tuomas Eerola, Perfecto Herrera, Xiao Hu, Yi-Hsuan Yang, Emilia Gómez
2021	J	`jnl`	Music Score Expansion with Variable-Length Infilling. CoRR Chih-Pin Tan, Chin-Jui Chang, Alvin W. Y. Su, Yi-Hsuan Yang
2021	A*	`conf`	Relative Positional Encoding for Transformers with Linear Complexity. ICML Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2021	J	`jnl`	Relative Positional Encoding for Transformers with Linear Complexity. CoRR Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2021	—	`conf`	Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization. NIME Taejun Kim, Yi-Hsuan Yang, Juhan Nam
2021	—	`conf`	Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking. EUSIPCO Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang
2021	J	`jnl`	Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking. CoRR Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang
2021	J	`jnl`	Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer. CoRR Yi-Jen Shih, Shih-Lun Wu, Frank Zalkow, Meinard Müller, Yi-Hsuan Yang
2021	—	`conf`	Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. ISMIR Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang
2021	J	`jnl`	Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. CoRR Chin-Jui Chang, Chun-Yi Lee, Yi-Hsuan Yang
2020	Misc	`conf`	A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. ICASSP Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier
2020	J	`jnl`	A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. CoRR Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier
2020	—	`conf`	A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. ISMIR Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
2020	J	`jnl`	A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. CoRR Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
2020	Misc	`conf`	Addressing The Confounds Of Accompaniments In Singer Identification. ICASSP Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang
2020	J	`jnl`	Addressing the confounds of accompaniments in singer identification. CoRR Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang
2020	—	`conf`	Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. ISMIR Yu-Hua Chen, Yu-Siang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang
2020	J	`jnl`	Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. CoRR Yu-Hua Chen, Yu-Hsiang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang
2020	J	`jnl`	Automatic Melody Harmonization with Triad Chords: A Comparative Study. CoRR 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
2020	J	`jnl`	Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products. IEEE Trans. Neural Networks Learn. Syst. Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2020	J	`jnl`	Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. IEEE Trans. Big Data Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2020	—	`conf`	Instrument Role Classification: Auto-tagging for Loop Based Music. AIMC Joann Ching, António Ramires, Yi-Hsuan Yang
2020	C	`conf`	Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. MMSP Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su
2020	J	`jnl`	Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. CoRR Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su
2020	—	`conf`	Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. ISMIR Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang
2020	J	`jnl`	Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. CoRR Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang
2020	A*	`conf`	Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions. ACM Multimedia Yu-Siang Huang, Yi-Hsuan Yang
2020	J	`jnl`	Pop Music Transformer: Generating Music with Rhythm and Harmony. CoRR Yu-Siang Huang, Yi-Hsuan Yang
2020	C	`conf`	Score and Lyrics-Free Singing Voice Generation. ICCC Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
2020	Misc	`conf`	Speech-To-Singing Conversion in an Encoder-Decoder Framework. ICASSP Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang
2020	A	`conf`	Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. INTERSPEECH Da-Yi Wu, Yi-Hsuan Yang
2020	J	`jnl`	Speech-to-Singing Conversion based on Boundary Equilibrium GAN. CoRR Da-Yi Wu, Yi-Hsuan Yang
2020	J	`jnl`	Speech-to-Singing Conversion in an Encoder-Decoder Framework. CoRR Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang
2020	—	`conf`	The Freesound Loop Dataset and Annotation Tool. ISMIR 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
2020	J	`jnl`	The Freesound Loop Dataset and Annotation Tool. CoRR 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
2020	—	`conf`	The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. ISMIR Shih-Lun Wu, Yi-Hsuan Yang
2020	J	`jnl`	The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. CoRR Shih-Lun Wu, Yi-Hsuan Yang
2020	A	`conf`	Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. INTERSPEECH Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
2020	J	`jnl`	Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. CoRR Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
2019	—	`conf`	A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. IUI Workshops Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
2019	J	`jnl`	A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. CoRR Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang
2019	Misc	`conf`	A Streamlined Encoder/decoder Architecture for Melody Extraction. ICASSP Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang
2019	A*	`conf`	Collaborative Similarity Embedding for Recommender Systems. WWW Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
2019	J	`jnl`	Collaborative Similarity Embedding for Recommender Systems. CoRR Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang
2019	J	`jnl`	Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052). Dagstuhl Reports Meinard Müller, Emilia Gómez, Yi-Hsuan Yang
2019	B	`conf`	Deep Cyclic Group Networks. IJCNN Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2019	J	`jnl`	Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. IEEE Signal Process. Mag. Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
2019	A*	`conf`	Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. IJCAI Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang
2019	J	`jnl`	Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. CoRR Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang
2019	A*	`conf`	Dilated Convolution with Dilated GRU for Music Source Separation. IJCAI Jen-Yu Liu, Yi-Hsuan Yang
2019	J	`jnl`	Dilated Convolution with Dilated GRU for Music Source Separation. CoRR Jen-Yu Liu, Yi-Hsuan Yang
2019	—	`conf`	Drum Fills Detection and Generation. CMMR Frédéric Tamagnan, Yi-Hsuan Yang
2019	—	`conf`	Hit Song Prediction: Leveraging Low- and High-Level Audio Features. ISMIR Eva Zangerle, Michael Vötter, Ramona Huber, Yi-Hsuan Yang
2019	—	`conf`	Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. APSIPA Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2019	J	`jnl`	Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. CoRR Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2019	Misc	`conf`	Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. ICASSP Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2019	—	`conf`	MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. MediaEval Hsiao-Tzu Hung, Yu-Hua Chen, Maximilian Mayerl, Michael Vötter, Eva Zangerle, Yi-Hsuan Yang
2019	C	`conf`	Multi-label Few-shot Learning for Sound Event Recognition. MMSP Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang
2019	Misc	`conf`	Multitask Learning for Frame-level Instrument Recognition. ICASSP Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
2019	A*	`conf`	Musical Composition Style Transfer via Disentangled Timbre Representations. IJCAI Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang
2019	J	`jnl`	Musical Composition Style Transfer via Disentangled Timbre Representations. CoRR Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang
2019	A*	`conf`	PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. AAAI Bryan Wang, Yi-Hsuan Yang
2019	—	`conf`	Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. MediaEval Maximilian Mayerl, Michael Vötter, Hsiao-Tzu Hung, Bo-Yu Chen, Yi-Hsuan Yang, Eva Zangerle
2019	J	`jnl`	Score and Lyrics-Free Singing Voice Generation. CoRR Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang
2019	J	`jnl`	TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings. Trans. Int. Soc. Music. Inf. Retr. Ting-Wei Su, Yuan-Ping Chen, Li Su, Yi-Hsuan Yang
2019	J	`jnl`	Towards a Deeper Understanding of Adversarial Losses. CoRR Hao-Wen Dong, Yi-Hsuan Yang
2019	J	`jnl`	Weakly-Supervised Visual Instrument-Playing Action Detection in Videos. IEEE Trans. Multim. Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng
2018	J	`jnl`	A Streamlined Encoder/Decoder Architecture for Melody Extraction. CoRR Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang
2018	J	`jnl`	Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products. CoRR Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2018	J	`jnl`	Coherent Deep-Net Fusion To Classify Shots In Concert Videos. IEEE Trans. Multim. Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao
2018	J	`jnl`	Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. CoRR Tak-Shing T. Chan, Yi-Hsuan Yang
2018	—	`conf`	Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. ISMIR Hao-Wen Dong, Yi-Hsuan Yang
2018	J	`jnl`	Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. CoRR Hao-Wen Dong, Yi-Hsuan Yang
2018	C	`conf`	Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. ICMLA Yi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen
2018	C	`conf`	Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. ICMLA Jen-Yu Liu, Yi-Hsuan Yang
2018	J	`jnl`	Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. CoRR Jen-Yu Liu, Yi-Hsuan Yang
2018	—	`conf`	Frame-level Instrument Recognition by Timbre and Pitch. ISMIR Yun-Ning Hung, Yi-Hsuan Yang
2018	J	`jnl`	Frame-level Instrument Recognition by Timbre and Pitch. CoRR Yun-Ning Hung, Yi-Hsuan Yang
2018	A*	`conf`	Generating Music Medleys via Playing Music Puzzle Games. AAAI Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2018	J	`jnl`	Informed Group-Sparse Representation for Singing Voice Separation. CoRR Tak-Shing T. Chan, Yi-Hsuan Yang
2018	C	`conf`	Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. ICMLA Hao-Min Liu, Yi-Hsuan Yang
2018	J	`jnl`	Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. CoRR Hao-Min Liu, Yi-Hsuan Yang
2018	J	`jnl`	Learning Disentangled Representations for Timber and Pitch in Music Audio. CoRR Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
2018	A*	`conf`	Learning to Recognize Transient Sound Events using Attentional Supervision. IJCAI Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2018	J	`jnl`	Learning to match transient sound events using attentional similarity for few-shot sound recognition. CoRR Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2018	A	`conf`	Modeling Multi-way Relations with Hypergraph Embedding. CIKM Chia-An Yu, Ching-Lun Tai, Tak-Shing Chan, Yi-Hsuan Yang
2018	J	`jnl`	Multitask learning for frame-level instrument recognition. CoRR Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang
2018	A*	`conf`	MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment. AAAI Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang
2018	J	`jnl`	PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. CoRR Bryan Wang, Yi-Hsuan Yang
2018	J	`jnl`	Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit. CoRR Tak-Shing T. Chan, Yi-Hsuan Yang
2018	J	`jnl`	Pop Music Highlighter: Marking the Emotion Keypoints. CoRR Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2018	J	`jnl`	Pop Music Highlighter: Marking the Emotion Keypoints. Trans. Int. Soc. Music. Inf. Retr. Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2018	J	`jnl`	Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping. IEEE Trans. Affect. Comput. Yu-Hao Chin, Jia-Ching Wang, Ju-Chiang Wang, Yi-Hsuan Yang
2018	A	`conf`	Seethevoice: Learning from Music to Visual Storytelling of Shots. ICME Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao
2018	J	`jnl`	Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks. CoRR Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2018	J	`jnl`	Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation. CoRR Hao-Wen Dong, Yi-Hsuan Yang
2018	J	`jnl`	Weakly-supervised Visual Instrument-playing Action Detection in Videos. CoRR Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng
2017	—	`ch.`	Affective Music Information Retrieval. Emotions and Personality in Personalized Services Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2017	Misc	`conf`	Automatic conversion of Pop music into chiptunes for 8-bit pixel art. ICASSP Shih-Yang Su, Cheng-Kai Chiu, Li Su, Yi-Hsuan Yang
2017	J	`jnl`	Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen
2017	A	`conf`	Conditional preference nets for user and item cold start problems in music recommendation. ICME Szu-Yu Chou, Li-Chia Yang, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2017	J	`jnl`	Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs. IEEE Trans. Affect. Comput. Xiao Hu, Yi-Hsuan Yang
2017	Misc	`conf`	Deep-net fusion to classify shots in concert videos. ICASSP Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao
2017	J	`jnl`	Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss. CoRR Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen
2017	J	`jnl`	Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis. Frontiers Comput. Neurosci. Yuan-Pin Lin, Ping-Keng Jao, Yi-Hsuan Yang
2017	J	`jnl`	Informed Group-Sparse Representation for Singing Voice Separation. IEEE Signal Process. Lett. Tak-Shing Chan, Yi-Hsuan Yang
2017	J	`jnl`	Introduction to Intelligent Music Systems and Applications. ACM Trans. Intell. Syst. Technol. Markus Schedl, Yi-Hsuan Yang, Perfecto Herrera-Boyer
2017	A	`conf`	Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation. CIKM Chia-An Yu, Tak-Shing Chan, Yi-Hsuan Yang
2017	—	`conf`	MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. ISMIR Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
2017	J	`jnl`	MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions. CoRR Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang
2017	J	`jnl`	MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks. CoRR Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang
2017	J	`jnl`	Music Signal Processing Using Vector Product Neural Networks. CoRR Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2017	—	`conf`	Music thumbnailing via neural attention modeling of music emotion. APSIPA Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2017	Misc	`conf`	Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram. ICASSP Lufei Gao, Li Su, Yi-Hsuan Yang, Tan Lee
2017	Misc	`conf`	Revisiting the problem of audio-based hit song prediction using convolutional neural networks. ICASSP Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen
2017	J	`jnl`	Revisiting the problem of audio-based hit song prediction using convolutional neural networks. CoRR Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen
2017	J	`jnl`	Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games. CoRR Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang
2017	J	`jnl`	The mood of Chinese Pop music: Representation and recognition. J. Assoc. Inf. Sci. Technol. Xiao Hu, Yi-Hsuan Yang
2017	J	`jnl`	Vertex-Context Sampling for Weighted Network Embedding. CoRR Chih-Ming Chen, Yi-Hsuan Yang, Yian Chen, Ming-Feng Tsai
2017	Misc	`conf`	Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks. ICASSP Ting-Wei Su, Jen-Yu Liu, Yi-Hsuan Yang
2016	A	`conf`	Addressing Cold Start for Next-song Recommendation. RecSys Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin
2016	J	`jnl`	Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals. CoRR Jen-Yu Liu, Shyh-Kang Jeng, Yi-Hsuan Yang
2016	J	`jnl`	Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. IEEE Signal Process. Lett. Tak-Shing Chan, Yi-Hsuan Yang
2016	—	`conf`	Emotion in Music task: Lessons Learned. MediaEval Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani
2016	A*	`conf`	Event Localization in Music Auto-tagging. ACM Multimedia Jen-Yu Liu, Yi-Hsuan Yang
2016	—	`conf`	Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony. ISMIR Li Su, Tsung-Ying Chuang, Yi-Hsuan Yang
2016	—	`conf`	Highlighting root notes in chord recognition using cepstral features and multi-task learning. APSIPA Mu-Heng Yang, Li Su, Yi-Hsuan Yang
2016	—	`ch.`	Model Adaptation for Personalized Music Emotion Recognition. Handbook of Pattern Recognition and Computer Vision Yi-Hsuan Yang, Ju-Chiang Wang, Yu-An Chen, Homer H. Chen
2016	J	`jnl`	Monaural Music Source Separation Using Convolutional Sparse Coding. IEEE ACM Trans. Audio Speech Lang. Process. Ping-Keng Jao, Li Su, Yi-Hsuan Yang, Brendt Wohlberg
2016	J	`jnl`	Neural Network Based Next-Song Recommendation. CoRR Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang, Tai-Shih Chi
2016	J	`jnl`	Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. IEEE Trans. Signal Process. Tak-Shing Chan, Yi-Hsuan Yang
2016	A	`conf`	Query-based Music Recommendations via Preference Embedding. RecSys Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang
2015	A*	`conf`	ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. ACM Multimedia Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang
2015	J	`jnl`	Affective Music Information Retrieval. CoRR Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2015	—	`conf`	Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features. ISMIR Pei-Ching Li, Li Su, Yi-Hsuan Yang, Alvin W. Y. Su
2015	J	`jnl`	Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music. IEEE ACM Trans. Audio Speech Lang. Process. Li Su, Yi-Hsuan Yang
2015	—	`conf`	Detection of Common Mistakes in Novice Violin Playing. ISMIR Yin-Jyun Luo, Li Su, Yi-Hsuan Yang, Tai-Shih Chi
2015	—	`conf`	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 Chih-Ming Chen, Po-Chuan Chien, Yu-Ching Lin, Ming-Feng Tsai, Yi-Hsuan Yang
2015	—	`conf`	Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition. ISMIR Yuan-Ping Chen, Li Su, Yi-Hsuan Yang
2015	—	`conf`	Emotion in Music Task at MediaEval 2015. MediaEval Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani
2015	—	`conf`	Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription. CMMR Li Su, Yi-Hsuan Yang
2015	A	`conf`	Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics. ICME Szu-Yu Chou, Yi-Hsuan Yang, Yu-Ching Lin
2015	J	`jnl`	Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia. IEEE Trans. Affect. Comput. Mohammad Soleymani, Yi-Hsuan Yang, Go Irie, Alan Hanjalic
2015	Misc	`conf`	Informed monaural source separation of music based on convolutional sparse coding. ICASSP Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg
2015	J	`jnl`	Modeling the Affective Content of Music with a Gaussian Mixture Model. IEEE Trans. Affect. Comput. Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng
2015	J	`jnl`	Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes. IEEE Signal Process. Lett. Ping-Keng Jao, Yi-Hsuan Yang
2015	—	`conf`	Musical Offset Detection of Pitched Instruments: The Case of Violin. ISMIR Che-Yuan Liang, Li Su, Yi-Hsuan Yang, Hsin-Ming Lin
2015	J	`jnl`	Musical Onset Detection Using Constrained Linear Reconstruction. IEEE Signal Process. Lett. Che-Yuan Liang, Li Su, Yi-Hsuan Yang
2015	—	`ed.`	Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, ASM 2015, Brisbane, Australia, October 30, 2015 ASM@ACM Multimedia Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang
2015	J	`jnl`	Quantitative Study of Music Listening Behavior in a Smartphone Context. ACM Trans. Interact. Intell. Syst. Yi-Hsuan Yang, Yuan-Ching Teng
2015	Misc	`conf`	The AMG1608 dataset for music emotion recognition. ICASSP Yu-An Chen, Yi-Hsuan Yang, Ju-Chiang Wang, Homer H. Chen
2015	—	`conf`	Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. EMBC Ping-Keng Jao, Yuan-Pin Lin, Yi-Hsuan Yang, Tzyy-Ping Jung
2015	Misc	`conf`	Vocal activity informed singing voice separation with the iKala dataset. ICASSP Tak-Shing Chan, Tzu-Chun Yeh, Zhe-Cheng Fan, Hung-Wei Chen, Li Su, Yi-Hsuan Yang, Jyh-Shing Roger Jang
2015	—	`ed.`	Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen, Germany, September 14-15, 2015. MediaEval 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
2015	A*	`conf`	eMosic: Mobile Media Pushing through Social Emotion Sensing. ACM Multimedia Jheng-Wei Peng, Shih-Wei Sun, Wen-Huang Cheng, Yi-Hsuan Yang
2014	—	`conf`	A Study on Cross-cultural and Cross-dataset Generalizability of Music Mood Regression Models. ICMC Xiao Hu, Yi-Hsuan Yang
2014	J	`jnl`	A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval. IEEE Trans. Multim. Li Su, Chin-Chia Michael Yeh, Jen-Yu Liu, Ju-Chiang Wang, Yi-Hsuan Yang
2014	A*	`conf`	AWtoolbox: Characterizing Audio Information Using Audio Words. ACM Multimedia Chin-Chia Michael Yeh, Ping-Keng Jao, Yi-Hsuan Yang
2014	—	`conf`	Attaching-music: An interactive music delivery system for private listening as wherever you go. ICME Workshops Wei-Chih Lin, Shih-Wei Sun, Wen-Huang Cheng, Yi-Hsuan Yang, Kai-Lung Hua, Fujui Wang, Jun-Jieh Wang
2014	—	`conf`	Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos. ISMIR Ju-Chiang Wang, Ming-Chi Yen, Yi-Hsuan Yang, Hsin-Min Wang
2014	—	`conf`	Cross-cultural mood regression for music digital libraries. JCDL Xiao Hu, Yi-Hsuan Yang
2014	—	`conf`	Emotion in Music Task at MediaEval 2014. MediaEval Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani
2014	A*	`conf`	Emotional Analysis of Music: A Comparison of Methods. ACM Multimedia Mohammad Soleymani, Anna Aljanaki, Yi-Hsuan Yang, Michael N. Caro, Florian Eyben, Konstantin Markov, Björn W. Schuller, Remco C. Veltkamp, Felix Weninger, Frans Wiering
2014	Misc	`conf`	Improving music auto-tagging by intra-song instance bagging. ICASSP Chin-Chia Michael Yeh, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2014	A	`conf`	LJ2M dataset: Toward better understanding of music listening behavior and user mood. ICME Jen-Yu Liu, Sung-Yen Liu, Yi-Hsuan Yang
2014	—	`conf`	Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. ICDM Workshops Chih-Ming Chen, Hsin-Ping Chen, Ming-Feng Tsai, Yi-Hsuan Yang
2014	Misc	`conf`	Linear regression-based adaptation of music emotion recognition models for personalization. ICASSP Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen
2014	Misc	`conf`	Modified lasso screening for audio word-based music classification using large-scale dictionary. ICASSP Ping-Keng Jao, Chin-Chia Michael Yeh, Yi-Hsuan Yang
2014	C	`conf`	Music Driven Human Motion Manipulation for Characters in a Video. ISM Che-Hua Yeh, Yi-Hsuan Yang, Ming-Hsu Chang, Hong-Yuan Mark Liao
2014	—	`conf`	Power-Scaled Spectral Flux and Peak-Valley Group-Delay Methods for Robust Musical Onset Detection. ICMC Li Su, Yi-Hsuan Yang
2014	—	`ed.`	Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014 ISMIR Hsin-Min Wang, Yi-Hsuan Yang, Jin Ha Lee
2014	—	`conf`	Resolving Octave Ambiguities: A Cross-dataset Investigation. ICMC Li Su, Li-Fan Yu, Yi-Hsuan Yang, Hsin-Yu Lai
2014	—	`conf`	Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification. ISMIR Li Su, Li-Fan Yu, Yi-Hsuan Yang
2014	Misc	`conf`	Sparse cepstral codes and power scale for instrument identification. ICASSP Li-Fan Yu, Li Su, Yi-Hsuan Yang
2014	J	`jnl`	Sparse modeling of magnitude and phase-derived spectra for playing technique classification. IEEE ACM Trans. Audio Speech Lang. Process. Li Su, Hsin-Ming Lin, Yi-Hsuan Yang
2014	A	`conf`	Towards time-varying music auto-tagging based on CAL500 expansion. ICME Shuo-Yang Wang, Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang
2013	—	`conf`	1000 songs for emotional analysis of music. CrowdMM@ACM Multimedia Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Cheng-Ya Sha, Yi-Hsuan Yang
2013	—	`conf`	A large in-situ dataset for context-aware music recommendation on smartphones. ICME Workshops Yuan-Ching Teng, Ying-Shu Kuo, Yi-Hsuan Yang
2013	—	`conf`	Analyzing the dictionary properties and sparsity constraints for a dictionary-based music genre classification system. APSIPA Ping-Keng Jao, Li Su, Yi-Hsuan Yang
2013	J	`jnl`	Automatic highlights extraction for drama video using music emotion and human face features. Neurocomputing Keng-Sheng Lin, Ann Lee, Yi-Hsuan Yang, Cheng-Te Lee, Homer H. Chen
2013	Misc	`conf`	Dual-layer bag-of-frames model for music genre classification. ICASSP Chin-Chia Michael Yeh, Li Su, Yi-Hsuan Yang
2013	—	`conf`	Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries. ISMIR Yi-Hsuan Yang
2013	—	`conf`	Music Recommendation Based on Multiple Contextual Similarity Information. Web Intelligence Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang
2013	J	`jnl`	Quantitative Study of Music Listening Behavior in a Social and Affective Context. IEEE Trans. Multim. Yi-Hsuan Yang, Jen-Yu Liu
2013	Misc	`conf`	Singing voice timbre classification of Chinese popular music. ICASSP Cheng-Ya Sha, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
2013	—	`conf`	Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation. ISMIR Li Su, Yi-Hsuan Yang
2013	—	`conf`	The MediaEval 2013 Brave New Task: Emotion in Music. MediaEval Mohammad Soleymani, Michael N. Caro, Erik M. Schmidt, Yi-Hsuan Yang
2013	—	`conf`	Towards a more efficient sparse coding based audio-word feature extraction system. APSIPA Chin-Chia Michael Yeh, Yi-Hsuan Yang
2013	A	`conf`	Towards real-time music auto-tagging using sparse features. ICME Yi-Hsuan Yang
2013	A*	`conf`	Using emotional context from article for contextual music recommendation. ACM Multimedia Chih-Ming Chen, Ming-Feng Tsai, Jen-Yu Liu, Yi-Hsuan Yang
2012	A*	`conf`	Bilingual analysis of song lyrics and audio words. ACM Multimedia Jen-Yu Liu, Chin-Chia Michael Yeh, Yi-Hsuan Yang, Yuan-Ching Teng
2012	—	`conf`	Cross-cultural Music Mood Classification: A Comparison on English and Chinese Songs. ISMIR Yi-Hsuan Yang, Xiao Hu
2012	—	`conf`	Exploring the relationship between categorical and dimensional emotion semantics of music. MIRUM Ju-Chiang Wang, Yi-Hsuan Yang, Kaichun Chang, Hsin-Min Wang, Shyh-Kang Jeng
2012	—	`conf`	Inferring personal traits from music listening history. MIRUM Jen-Yu Liu, Yi-Hsuan Yang
2012	J	`jnl`	Machine Recognition of Music Emotion: A Review. ACM Trans. Intell. Syst. Technol. Yi-Hsuan Yang, Homer H. Chen
2012	J	`jnl`	Multipitch Estimation of Piano Music by Exemplar-Based Sparse Representation. IEEE Trans. Multim. Cheng-Te Lee, Yi-Hsuan Yang, Homer H. Chen
2012	—	`conf`	Music retagging using label propagation and robust principal component analysis. WWW (Companion Volume) Yi-Hsuan Yang, Dmitry Bogdanov, Perfecto Herrera, Mohamed Sordo
2012	A*	`conf`	On sparse and low-rank matrix decomposition for singing voice separation. ACM Multimedia Yi-Hsuan Yang
2012	—	`conf`	Personalized music emotion recognition via model adaptation. APSIPA Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng
2012	B	`conf`	Supervised dictionary learning for music genre classification. ICMR Chin-Chia Michael Yeh, Yi-Hsuan Yang
2012	A*	`conf`	The acoustic emotion gaussians model for emotion-based music annotation and retrieval. ACM Multimedia Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng
2012	A*	`conf`	The acousticvisual emotion guassians model for automatic generation of music video. ACM Multimedia Ju-Chiang Wang, Yi-Hsuan Yang, I-Hong Jhuo, Yen-Yu Lin, Hsin-Min Wang
2011	C	`conf`	Automatic highlights extraction for drama video using music emotion and human face features. MMSP Keng-Sheng Lin, Ann Lee, Yi-Hsuan Yang, Cheng-Te Lee, Homer H. Chen
2011	A	`conf`	Automatic transcription of piano music by sparse representation of magnitude spectra. ICME Cheng-Te Lee, Yi-Hsuan Yang, Homer H. Chen
2011	J	`jnl`	Exploiting online music tags for music emotion classification. ACM Trans. Multim. Comput. Commun. Appl. Yu-Ching Lin, Yi-Hsuan Yang, Homer H. Chen
2011	J	`jnl`	Prediction of the Distribution of Perceived Music Emotions Using Discrete Samples. IEEE Trans. Speech Audio Process. Yi-Hsuan Yang, Homer H. Chen
2011	J	`jnl`	Ranking-Based Emotion Recognition for Music Organization and Retrieval. IEEE Trans. Speech Audio Process. Yi-Hsuan Yang, Homer H. Chen
2011	A*	`conf`	Unsupervised auxiliary visual words discovery for large-scale image object retrieval. CVPR Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu
2010	A*	`conf`	A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery. ACM Multimedia Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu
2009	—	`conf`	An Integrated Approach to Music Boundary Detection. ISMIR Min-Yian Su, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
2009	A*	`conf`	Canonical image selection and efficient image graph construction for large-scale flickr photos. ACM Multimedia 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
2009	A	`conf`	Clustering for music search results. ICME Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
2009	A	`conf`	Exploiting genre for music emotion classification. ICME Yu-Ching Lin, Yi-Hsuan Yang, Homer H. Chen, I-Bin Liao, Yeh-Chin Ho
2009	—	`conf`	Improving Musical Concept Detection by Ordinal Regression and Context Fusion. ISMIR Yi-Hsuan Yang, Yu-Ching Lin, Ann Lee, Homer H. Chen
2009	C	`conf`	Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information. ISCAS Heng Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
2009	Misc	`conf`	Music emotion ranking. ICASSP Yi-Hsuan Yang, Homer H. Chen
2009	J	`jnl`	Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search. IEEE Trans. Circuits Syst. Video Technol. Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen
2009	A*	`conf`	Personalized music emotion recognition. SIGIR Yi-Hsuan Yang, Yu-Ching Lin, Homer H. Chen
2009	J	`jnl`	Smooth Control of Adaptive Media Playout for Video Streaming. IEEE Trans. Multim. Ya-Fan Su, Yi-Hsuan Yang, Meng-Ting Lu, Hsin-Hsi Chen
2008	J	`jnl`	A Regression Approach to Music Emotion Recognition. IEEE Trans. Speech Audio Process. Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. Chen
2008	A	`conf`	Automatic chord recognition for music classification and retrieval. ICME Heng Tze Cheng, Yi-Hsuan Yang, Yu-Ching Lin, I-Bin Liao, Homer H. Chen
2008	A*	`conf`	ContextSeer: context search and recommendation at query time for shared consumer photos. ACM Multimedia Yi-Hsuan Yang, Po Tun Wu, Ching-Wei Lee, Kuan Hung Lin, Winston H. Hsu, Homer H. Chen
2008	A*	`conf`	Interactive content presentation based on expressed emotion and physiological feedback. ACM Multimedia 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
2008	A*	`conf`	Keyword-based concept search on consumer photos by web-based kernel function. ACM Multimedia Po Tun Wu, Yi-Hsuan Yang, Kuan-Ting Chen, Winston H. Hsu, Tien-Hsu Lee, Chun Jen Lee
2008	A*	`conf`	Mr. Emo: music retrieval in the emotion plane. ACM Multimedia Yi-Hsuan Yang, Yu-Ching Lin, Heng Tze Cheng, Homer H. Chen
2008	—	`conf`	Toward Multi-modal Music Emotion Classification. PCM Yi-Hsuan Yang, Yu-Ching Lin, Heng Tze Cheng, I-Bin Liao, Yeh-Chin Ho, Homer H. Chen
2008	A	`conf`	Video search reranking via online ordinal reranking. ICME Yi-Hsuan Yang, Winston H. Hsu
2007	A	`conf`	Music Emotion Classification: A Regression Approach. ICME Yi-Hsuan Yang, Yu-Ching Lin, Ya-Fan Su, Homer H. Chen
2007	—	`conf`	Music emotion recognition: the role of individuality. HCM@MM Yi-Hsuan Yang, Ya-Fan Su, Yu-Ching Lin, Homer H. Chen
2007	—	`conf`	The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007. TRECVID Ming-Fang Weng, Chun-Kang Chen, Yi-Hsuan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, Chih-Jen Lin
2006	—	`conf`	Detecting and Classifying Emotion in Popular Music. JCIS Chia Chu Liu, Yi-Hsuan Yang, Ping-Hao Wu, Homer H. Chen
2006	A*	`conf`	Music emotion classification: a fuzzy approach. ACM Multimedia Yi-Hsuan Yang, Chia Chu Liu, Homer H. Chen
2006	C	`conf`	Smooth Playout Control for Video Streaming over Error-Prone Channels. ISM Yi-Hsuan Yang, Meng-Ting Lu, Homer H. Chen