Smooth Playout Control for Video Streaming over Error-Prone Channels. - Yi-Hsuan Yang; Meng-Ting Lu; Homer H. Chen (ISM, 2006)

Detecting and Classifying Emotion in Popular Music. - Chia Chu Liu; Yi-Hsuan Yang; Ping-Hao Wu; Homer H. Chen (JCIS, 2006)

Music emotion classification: a fuzzy approach. - Yi-Hsuan Yang; Chia Chu Liu; Homer H. Chen (ACM Multimedia, 2006)

Music Emotion Classification: A Regression Approach. - Yi-Hsuan Yang; Yu-Ching Lin; Ya-Fan Su; Homer H. Chen (ICME, 2007)

Music emotion recognition: the role of individuality. - Yi-Hsuan Yang; Ya-Fan Su; Yu-Ching Lin; Homer H. Chen (HCM@MM, 2007)

The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007. - Ming-Fang Weng; Chun-Kang Chen; Yi-Hsuan Yang; Rong-En Fan; Yu-Ting Hsieh; Yung-Yu Chuang; Winston H. Hsu; Chih-Jen Lin (TRECVID, 2007)

Video search reranking via online ordinal reranking. - Yi-Hsuan Yang; Winston H. Hsu (ICME, 2008)

Automatic chord recognition for music classification and retrieval. - Heng Tze Cheng; Yi-Hsuan Yang; Yu-Ching Lin; I-Bin Liao; Homer H. Chen (ICME, 2008)

Interactive content presentation based on expressed emotion and physiological feedback. - Tien-Lin Wu; Hsuan-Kai Wang; Chien-Chang Ho; Yuan-Pin Lin; Ting-Ting Hu; Ming-Fang Weng; Li-Wei Chan 001; Changhua Yang; Yi-Hsuan Yang; Yi-Ping Hung; Yung-Yu Chuang; Hsin-Hsi Chen; et al. (ACM Multimedia, 2008)

Keyword-based concept search on consumer photos by web-based kernel function. - Po Tun Wu; Yi-Hsuan Yang; Kuan-Ting Chen; Winston H. Hsu; Tien-Hsu Lee; Chun Jen Lee (ACM Multimedia, 2008)

Mr. Emo: music retrieval in the emotion plane. - Yi-Hsuan Yang; Yu-Ching Lin; Heng Tze Cheng; Homer H. Chen (ACM Multimedia, 2008)

ContextSeer: context search and recommendation at query time for shared consumer photos. - Yi-Hsuan Yang; Po Tun Wu; Ching-Wei Lee; Kuan Hung Lin; Winston H. Hsu; Homer H. Chen (ACM Multimedia, 2008)

Toward Multi-modal Music Emotion Classification. - Yi-Hsuan Yang; Yu-Ching Lin; Heng Tze Cheng; I-Bin Liao; Yeh-Chin Ho; Homer H. Chen (PCM, 2008)

A Regression Approach to Music Emotion Recognition. - Yi-Hsuan Yang; Yu-Ching Lin; Ya-Fan Su; Homer H. Chen (IEEE Trans. Speech Audio Process., 2008)

Music emotion ranking. - Yi-Hsuan Yang; Homer H. Chen (ICASSP, 2009)

Exploiting genre for music emotion classification. - Yu-Ching Lin; Yi-Hsuan Yang; Homer H. Chen; I-Bin Liao; Yeh-Chin Ho (ICME, 2009)

Clustering for music search results. - Yi-Hsuan Yang; Yu-Ching Lin; Homer H. Chen (ICME, 2009)

Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information. - Heng Tze Cheng; Yi-Hsuan Yang; Yu-Ching Lin; Homer H. Chen (ISCAS, 2009)

An Integrated Approach to Music Boundary Detection. - Min-Yian Su; Yi-Hsuan Yang; Yu-Ching Lin; Homer H. Chen (ISMIR, 2009)

Improving Musical Concept Detection by Ordinal Regression and Context Fusion. - Yi-Hsuan Yang; Yu-Ching Lin; Ann Lee 002; Homer H. Chen (ISMIR, 2009)

Canonical image selection and efficient image graph construction for large-scale flickr photos. - 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 (ACM Multimedia, 2009)

Personalized music emotion recognition. - Yi-Hsuan Yang; Yu-Ching Lin; Homer H. Chen (SIGIR, 2009)

Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search. - Yi-Hsuan Yang; Winston H. Hsu; Homer H. Chen (IEEE Trans. Circuits Syst. Video Technol., 2009)

Smooth Control of Adaptive Media Playout for Video Streaming. - Ya-Fan Su; Yi-Hsuan Yang; Meng-Ting Lu; Hsin-Hsi Chen (IEEE Trans. Multim., 2009)

A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery. - Yin-Hsi Kuo; Yi-Lun Wu; Kuan-Ting Chen; Yi-Hsuan Yang; Tzu-Hsuan Chiu; Winston H. Hsu (ACM Multimedia, 2010)

Unsupervised auxiliary visual words discovery for large-scale image object retrieval. - Yin-Hsi Kuo; Hsuan-Tien Lin; Wen-Huang Cheng; Yi-Hsuan Yang; Winston H. Hsu (CVPR, 2011)

Automatic transcription of piano music by sparse representation of magnitude spectra. - Cheng-Te Lee; Yi-Hsuan Yang; Homer H. Chen (ICME, 2011)

Ranking-Based Emotion Recognition for Music Organization and Retrieval. - Yi-Hsuan Yang; Homer H. Chen (IEEE Trans. Speech Audio Process., 2011)

Prediction of the Distribution of Perceived Music Emotions Using Discrete Samples. - Yi-Hsuan Yang; Homer H. Chen (IEEE Trans. Speech Audio Process., 2011)

Exploiting online music tags for music emotion classification. - Yu-Ching Lin; Yi-Hsuan Yang; Homer H. Chen (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Personalized music emotion recognition via model adaptation. - Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang; Shyh-Kang Jeng (APSIPA, 2012)

Cross-cultural Music Mood Classification: A Comparison on English and Chinese Songs. - Yi-Hsuan Yang; Xiao Hu 001 (ISMIR, 2012)

Supervised dictionary learning for music genre classification. - Chin-Chia Michael Yeh; Yi-Hsuan Yang (ICMR, 2012)

Inferring personal traits from music listening history. - Jen-Yu Liu; Yi-Hsuan Yang (MIRUM, 2012)

Bilingual analysis of song lyrics and audio words. - Jen-Yu Liu; Chin-Chia Michael Yeh; Yi-Hsuan Yang; Yuan-Ching Teng (ACM Multimedia, 2012)

Exploring the relationship between categorical and dimensional emotion semantics of music. - Ju-Chiang Wang; Yi-Hsuan Yang; Kaichun Chang; Hsin-Min Wang; Shyh-Kang Jeng (MIRUM, 2012)

The acousticvisual emotion guassians model for automatic generation of music video. - Ju-Chiang Wang; Yi-Hsuan Yang; I-Hong Jhuo; Yen-Yu Lin; Hsin-Min Wang (ACM Multimedia, 2012)

The acoustic emotion gaussians model for emotion-based music annotation and retrieval. - Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang; Shyh-Kang Jeng (ACM Multimedia, 2012)

On sparse and low-rank matrix decomposition for singing voice separation. - Yi-Hsuan Yang (ACM Multimedia, 2012)

Music retagging using label propagation and robust principal component analysis. - Yi-Hsuan Yang; Dmitry Bogdanov; Perfecto Herrera; Mohamed Sordo (WWW (Companion Volume), 2012)

Machine Recognition of Music Emotion: A Review. - Yi-Hsuan Yang; Homer H. Chen (ACM Trans. Intell. Syst. Technol., 2012)

Multipitch Estimation of Piano Music by Exemplar-Based Sparse Representation. - Cheng-Te Lee; Yi-Hsuan Yang; Homer H. Chen (IEEE Trans. Multim., 2012)

Analyzing the dictionary properties and sparsity constraints for a dictionary-based music genre classification system. - Ping-Keng Jao; Li Su 004; Yi-Hsuan Yang (APSIPA, 2013)

Towards a more efficient sparse coding based audio-word feature extraction system. - Chin-Chia Michael Yeh; Yi-Hsuan Yang (APSIPA, 2013)

Singing voice timbre classification of Chinese popular music. - Cheng-Ya Sha; Yi-Hsuan Yang; Yu-Ching Lin; Homer H. Chen (ICASSP, 2013)

Dual-layer bag-of-frames model for music genre classification. - Chin-Chia Michael Yeh; Li Su 004; Yi-Hsuan Yang (ICASSP, 2013)

A large in-situ dataset for context-aware music recommendation on smartphones. - Yuan-Ching Teng; Ying-Shu Kuo; Yi-Hsuan Yang (ICME Workshops, 2013)

Towards real-time music auto-tagging using sparse features. - Yi-Hsuan Yang (ICME, 2013)

Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation. - Li Su 002; Yi-Hsuan Yang (ISMIR, 2013)

Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries. - Yi-Hsuan Yang (ISMIR, 2013)

The MediaEval 2013 Brave New Task: Emotion in Music. - Mohammad Soleymani 001; Michael N. Caro; Erik M. Schmidt; Yi-Hsuan Yang (MediaEval, 2013)

Using emotional context from article for contextual music recommendation. - Chih-Ming Chen 003; Ming-Feng Tsai; Jen-Yu Liu; Yi-Hsuan Yang (ACM Multimedia, 2013)

1000 songs for emotional analysis of music. - Mohammad Soleymani 001; Michael N. Caro; Erik M. Schmidt; Cheng-Ya Sha; Yi-Hsuan Yang (CrowdMM@ACM Multimedia, 2013)

Music Recommendation Based on Multiple Contextual Similarity Information. - Chih-Ming Chen 003; Ming-Feng Tsai; Jen-Yu Liu; Yi-Hsuan Yang (Web Intelligence, 2013)

Automatic highlights extraction for drama video using music emotion and human face features. - Keng-Sheng Lin; Ann Lee 002; Yi-Hsuan Yang; Cheng-Te Lee; Homer H. Chen (Neurocomputing, 2013)

Quantitative Study of Music Listening Behavior in a Social and Affective Context. - Yi-Hsuan Yang; Jen-Yu Liu (IEEE Trans. Multim., 2013)

Linear regression-based adaptation of music emotion recognition models for personalization. - Yu-An Chen; Ju-Chiang Wang; Yi-Hsuan Yang; Homer H. Chen (ICASSP, 2014)

Modified lasso screening for audio word-based music classification using large-scale dictionary. - Ping-Keng Jao; Chin-Chia Michael Yeh; Yi-Hsuan Yang (ICASSP, 2014)

Improving music auto-tagging by intra-song instance bagging. - Chin-Chia Michael Yeh; Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang (ICASSP, 2014)

Sparse cepstral codes and power scale for instrument identification. - Li-Fan Yu; Li Su 004; Yi-Hsuan Yang (ICASSP, 2014)

Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines. - Chih-Ming Chen 003; Hsin-Ping Chen; Ming-Feng Tsai; Yi-Hsuan Yang (ICDM Workshops, 2014)

A Study on Cross-cultural and Cross-dataset Generalizability of Music Mood Regression Models. - Xiao Hu 001; Yi-Hsuan Yang (ICMC, 2014)

Power-Scaled Spectral Flux and Peak-Valley Group-Delay Methods for Robust Musical Onset Detection. - Li Su 002; Yi-Hsuan Yang (ICMC, 2014)

Resolving Octave Ambiguities: A Cross-dataset Investigation. - Li Su 002; Li-Fan Yu; Yi-Hsuan Yang; Hsin-Yu Lai (ICMC, 2014)

Attaching-music: An interactive music delivery system for private listening as wherever you go. - Wei-Chih Lin 001; Shih-Wei Sun; Wen-Huang Cheng; Yi-Hsuan Yang; Kai-Lung Hua; Fujui Wang; Jun-Jieh Wang (ICME Workshops, 2014)

LJ2M dataset: Toward better understanding of music listening behavior and user mood. - Jen-Yu Liu; Sung-Yen Liu; Yi-Hsuan Yang (ICME, 2014)

Towards time-varying music auto-tagging based on CAL500 expansion. - Shuo-Yang Wang; Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang (ICME, 2014)

Music Driven Human Motion Manipulation for Characters in a Video. - Che-Hua Yeh; Yi-Hsuan Yang; Ming-Hsu Chang; Hong-Yuan Mark Liao (ISM, 2014)

Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification. - Li Su 002; Li-Fan Yu; Yi-Hsuan Yang (ISMIR, 2014)

Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos. - Ju-Chiang Wang; Ming-Chi Yen; Yi-Hsuan Yang; Hsin-Min Wang (ISMIR, 2014)

Cross-cultural mood regression for music digital libraries. - Xiao Hu 001; Yi-Hsuan Yang (JCDL, 2014)

Emotion in Music Task at MediaEval 2014. - Anna Aljanaki; Yi-Hsuan Yang; Mohammad Soleymani 001 (MediaEval, 2014)

Emotional Analysis of Music: A Comparison of Methods. - Mohammad Soleymani 001; Anna Aljanaki; Yi-Hsuan Yang; Michael N. Caro; Florian Eyben; Konstantin Markov; Björn W. Schuller; Remco C. Veltkamp; Felix Weninger; Frans Wiering (ACM Multimedia, 2014)

AWtoolbox: Characterizing Audio Information Using Audio Words. - Chin-Chia Michael Yeh; Ping-Keng Jao; Yi-Hsuan Yang (ACM Multimedia, 2014)

Sparse modeling of magnitude and phase-derived spectra for playing technique classification. - Li Su 004; Hsin-Ming Lin; Yi-Hsuan Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval. - Li Su 004; Chin-Chia Michael Yeh; Jen-Yu Liu; Ju-Chiang Wang; Yi-Hsuan Yang (IEEE Trans. Multim., 2014)

Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription. - Li Su 004; Yi-Hsuan Yang (CMMR, 2015)

Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. - Ping-Keng Jao; Yuan-Pin Lin; Yi-Hsuan Yang; Tzyy-Ping Jung (EMBC, 2015)

Vocal activity informed singing voice separation with the iKala dataset. - Tak-Shing Chan; Tzu-Chun Yeh; Zhe-Cheng Fan; Hung-Wei Chen; Li Su 002; Yi-Hsuan Yang; Jyh-Shing Roger Jang (ICASSP, 2015)

The AMG1608 dataset for music emotion recognition. - Yu-An Chen; Yi-Hsuan Yang; Ju-Chiang Wang; Homer H. Chen (ICASSP, 2015)

Informed monaural source separation of music based on convolutional sparse coding. - Ping-Keng Jao; Yi-Hsuan Yang; Brendt Wohlberg (ICASSP, 2015)

Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics. - Szu-Yu Chou; Yi-Hsuan Yang; Yu-Ching Lin (ICME, 2015)

Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition. - Yuan-Ping Chen; Li Su 002; Yi-Hsuan Yang (ISMIR, 2015)

Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features. - Pei-Ching Li; Li Su 002; Yi-Hsuan Yang; Alvin W. Y. Su (ISMIR, 2015)

Musical Offset Detection of Pitched Instruments: The Case of Violin. - Che-Yuan Liang; Li Su 002; Yi-Hsuan Yang; Hsin-Ming Lin (ISMIR, 2015)

Detection of Common Mistakes in Novice Violin Playing. - Yin-Jyun Luo; Li Su 004; Yi-Hsuan Yang; Tai-Shih Chi (ISMIR, 2015)

Emotion in Music Task at MediaEval 2015. - Anna Aljanaki; Yi-Hsuan Yang; Mohammad Soleymani 001 (MediaEval, 2015)

eMosic: Mobile Media Pushing through Social Emotion Sensing. - Jheng-Wei Peng; Shih-Wei Sun; Wen-Huang Cheng; Yi-Hsuan Yang (ACM Multimedia, 2015)

ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. - Mohammad Soleymani 001; Yi-Hsuan Yang; Yu-Gang Jiang 001; Shih-Fu Chang (ACM Multimedia, 2015)

Do You Have a Pop Face? Here is a Pop Song. Using Profile Pictures to Mitigate the Cold-start Problem in Music Recommender Systems. - Chih-Ming Chen 003; Po-Chuan Chien; Yu-Ching Lin; Ming-Feng Tsai; Yi-Hsuan Yang (RecSys Posters, 2015)

Affective Music Information Retrieval. - Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang (CoRR, 2015)

Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes. - Ping-Keng Jao; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2015)

Musical Onset Detection Using Constrained Linear Reconstruction. - Che-Yuan Liang; Li Su 004; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2015)

Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia. - Mohammad Soleymani 001; Yi-Hsuan Yang; Go Irie; Alan Hanjalic (IEEE Trans. Affect. Comput., 2015)

Modeling the Affective Content of Music with a Gaussian Mixture Model. - Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang; Shyh-Kang Jeng (IEEE Trans. Affect. Comput., 2015)

Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music. - Li Su 004; Yi-Hsuan Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Quantitative Study of Music Listening Behavior in a Smartphone Context. - Yi-Hsuan Yang; Yuan-Ching Teng (ACM Trans. Interact. Intell. Syst., 2015)

Model Adaptation for Personalized Music Emotion Recognition. - Yi-Hsuan Yang; Ju-Chiang Wang; Yu-An Chen; Homer H. Chen (Handbook of Pattern Recognition and Computer Vision, 2016)

Highlighting root notes in chord recognition using cepstral features and multi-task learning. - Mu-Heng Yang; Li Su 004; Yi-Hsuan Yang (APSIPA, 2016)

Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony. - Li Su 002; Tsung-Ying Chuang; Yi-Hsuan Yang (ISMIR, 2016)

Emotion in Music task: Lessons Learned. - Anna Aljanaki; Yi-Hsuan Yang; Mohammad Soleymani 001 (MediaEval, 2016)

Event Localization in Music Auto-tagging. - Jen-Yu Liu; Yi-Hsuan Yang (ACM Multimedia, 2016)

Query-based Music Recommendations via Preference Embedding. - Chih-Ming Chen 003; Ming-Feng Tsai; Yu-Ching Lin; Yi-Hsuan Yang (RecSys, 2016)

Addressing Cold Start for Next-song Recommendation. - Szu-Yu Chou; Yi-Hsuan Yang; Jyh-Shing Roger Jang; Yu-Ching Lin (RecSys, 2016)

Neural Network Based Next-Song Recommendation. - Kai-Chun Hsu; Szu-Yu Chou; Yi-Hsuan Yang; Tai-Shih Chi (CoRR, 2016)

Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals. - Jen-Yu Liu; Shyh-Kang Jeng; Yi-Hsuan Yang (CoRR, 2016)

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. - Tak-Shing Chan; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2016)

Monaural Music Source Separation Using Convolutional Sparse Coding. - Ping-Keng Jao; Li Su 004; Yi-Hsuan Yang; Brendt Wohlberg (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. - Tak-Shing Chan; Yi-Hsuan Yang (IEEE Trans. Signal Process., 2016)

Music thumbnailing via neural attention modeling of music emotion. - Yu-Siang Huang; Szu-Yu Chou; Yi-Hsuan Yang (APSIPA, 2017)

Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation. - Chia-An Yu; Tak-Shing Chan; Yi-Hsuan Yang (CIKM, 2017)

Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram. - Lufei Gao; Li Su 004; Yi-Hsuan Yang; Tan Lee 001 (ICASSP, 2017)

Automatic conversion of Pop music into chiptunes for 8-bit pixel art. - Shih-Yang Su; Cheng-Kai Chiu; Li Su 004; Yi-Hsuan Yang (ICASSP, 2017)

Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks. - Ting-Wei Su; Jen-Yu Liu; Yi-Hsuan Yang (ICASSP, 2017)

Deep-net fusion to classify shots in concert videos. - Wen-Li Wei; Jen-Chun Lin; Tyng-Luh Liu; Yi-Hsuan Yang; Hsin-Min Wang; Hsiao-Rong Tyan; Hong-Yuan Mark Liao (ICASSP, 2017)

Revisiting the problem of audio-based hit song prediction using convolutional neural networks. - Li-Chia Yang; Szu-Yu Chou; Jen-Yu Liu; Yi-Hsuan Yang; Yi-An Chen (ICASSP, 2017)

Conditional preference nets for user and item cold start problems in music recommendation. - Szu-Yu Chou; Li-Chia Yang; Yi-Hsuan Yang; Jyh-Shing Roger Jang (ICME, 2017)

MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. - Li-Chia Yang; Szu-Yu Chou; Yi-Hsuan Yang (ISMIR, 2017)

Music Signal Processing Using Vector Product Neural Networks. - Zhe-Cheng Fan; Tak-Shing Chan; Yi-Hsuan Yang; Jyh-Shing Roger Jang (CoRR, 2017)

MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions. - Li-Chia Yang; Szu-Yu Chou; Yi-Hsuan Yang (CoRR, 2017)

Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games. - Yu-Siang Huang; Szu-Yu Chou; Yi-Hsuan Yang (CoRR, 2017)

MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks. - Hao-Wen Dong; Wen-Yi Hsiao; Li-Chia Yang; Yi-Hsuan Yang (CoRR, 2017)

Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss. - Lang-Chi Yu; Yi-Hsuan Yang; Yun-Ning Hung; Yi-An Chen (CoRR, 2017)

Vertex-Context Sampling for Weighted Network Embedding. - Chih-Ming Chen 003; Yi-Hsuan Yang; Yian Chen; Ming-Feng Tsai (CoRR, 2017)

Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis. - Yuan-Pin Lin; Ping-Keng Jao; Yi-Hsuan Yang (Frontiers Comput. Neurosci., 2017)

The mood of Chinese Pop music: Representation and recognition. - Xiao Hu 001; Yi-Hsuan Yang (J. Assoc. Inf. Sci. Technol., 2017)

Informed Group-Sparse Representation for Singing Voice Separation. - Tak-Shing Chan; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2017)

Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs. - Xiao Hu 001; Yi-Hsuan Yang (IEEE Trans. Affect. Comput., 2017)

Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition. - Yu-An Chen; Ju-Chiang Wang; Yi-Hsuan Yang; Homer H. Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Introduction to Intelligent Music Systems and Applications. - Markus Schedl; Yi-Hsuan Yang; Perfecto Herrera-Boyer (ACM Trans. Intell. Syst. Technol., 2017)

Affective Music Information Retrieval. - Ju-Chiang Wang; Yi-Hsuan Yang; Hsin-Min Wang (Emotions and Personality in Personalized Services, 2017)

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment. - Hao-Wen Dong; Wen-Yi Hsiao; Li-Chia Yang; Yi-Hsuan Yang (AAAI, 2018)

Generating Music Medleys via Playing Music Puzzle Games. - Yu-Siang Huang; Szu-Yu Chou; Yi-Hsuan Yang (AAAI, 2018)

Modeling Multi-way Relations with Hypergraph Embedding. - Chia-An Yu; Ching-Lun Tai; Tak-Shing Chan; Yi-Hsuan Yang (CIKM, 2018)

Seethevoice: Learning from Music to Visual Storytelling of Shots. - Wen-Li Wei; Jen-Chun Lin; Tyng-Luh Liu; Yi-Hsuan Yang; Hsin-Min Wang; Hsiao-Rong Tyan; Hong-Yuan Mark Liao (ICME, 2018)

Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. - Yi-Wei Chen; Yi-Hsuan Yang; Homer H. Chen (ICMLA, 2018)

Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. - Hao-Min Liu; Yi-Hsuan Yang (ICMLA, 2018)

Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. - Jen-Yu Liu; Yi-Hsuan Yang (ICMLA, 2018)

Learning to Recognize Transient Sound Events using Attentional Supervision. - Szu-Yu Chou; Jyh-Shing Roger Jang; Yi-Hsuan Yang (IJCAI, 2018)

Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. - Hao-Wen Dong; Yi-Hsuan Yang (ISMIR, 2018)

Frame-level Instrument Recognition by Timbre and Pitch. - Yun-Ning Hung; Yi-Hsuan Yang (ISMIR, 2018)

Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks. - Cheng-Wei Wu; Jen-Yu Liu; Yi-Hsuan Yang; Jyh-Shing Roger Jang (CoRR, 2018)

Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation. - Hao-Wen Dong; Yi-Hsuan Yang (CoRR, 2018)

A Streamlined Encoder/Decoder Architecture for Melody Extraction. - Tsung-Han Hsieh; Li Su 002; Yi-Hsuan Yang (CoRR, 2018)

Learning Disentangled Representations for Timber and Pitch in Music Audio. - Yun-Ning Hung; Yi-An Chen; Yi-Hsuan Yang (CoRR, 2018)

Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping. - Yu-Hao Chin; Jia-Ching Wang; Ju-Chiang Wang; Yi-Hsuan Yang (IEEE Trans. Affect. Comput., 2018)

Pop Music Highlighter: Marking the Emotion Keypoints. - Yu-Siang Huang; Szu-Yu Chou; Yi-Hsuan Yang (Trans. Int. Soc. Music. Inf. Retr., 2018)

Coherent Deep-Net Fusion To Classify Shots In Concert Videos. - Jen-Chun Lin; Wen-Li Wei; Tyng-Luh Liu; Yi-Hsuan Yang; Hsin-Min Wang; Hsiao-Rong Tyan; Hong-Yuan Mark Liao (IEEE Trans. Multim., 2018)

Lakh Pianoroll Dataset. - Hao-Wen Dong; Wen-Yi Hsiao; Li-Chia Yang; Yi-Hsuan Yang (Zenodo, 2018)

PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. - Bryan Wang; Yi-Hsuan Yang (AAAI, 2019)

Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. - Hsiao-Tzu Hung; Chung-Yang Wang; Yi-Hsuan Yang; Hsin-Min Wang (APSIPA, 2019)

Drum Fills Detection and Generation. - Frédéric Tamagnan; Yi-Hsuan Yang (CMMR, 2019)

Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. - Szu-Yu Chou; Kai-Hsiang Cheng; Jyh-Shing Roger Jang; Yi-Hsuan Yang (ICASSP, 2019)

A Streamlined Encoder/decoder Architecture for Melody Extraction. - Tsung-Han Hsieh; Li Su 004; Yi-Hsuan Yang (ICASSP, 2019)

Multitask Learning for Frame-level Instrument Recognition. - Yun-Ning Hung; Yi-An Chen; Yi-Hsuan Yang (ICASSP, 2019)

Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. - Yu-Hua Chen; Bryan Wang; Yi-Hsuan Yang (IJCAI, 2019)

Musical Composition Style Transfer via Disentangled Timbre Representations. - Yun-Ning Hung; I-Tung Chiang; Yi-An Chen; Yi-Hsuan Yang (IJCAI, 2019)

Dilated Convolution with Dilated GRU for Music Source Separation. - Jen-Yu Liu; Yi-Hsuan Yang (IJCAI, 2019)

Deep Cyclic Group Networks. - Zhe-Cheng Fan; Tak-Shing Chan; Yi-Hsuan Yang; Jyh-Shing Roger Jang (IJCNN, 2019)

Hit Song Prediction: Leveraging Low- and High-Level Audio Features. - Eva Zangerle; Michael Vötter; Ramona Huber; Yi-Hsuan Yang (ISMIR, 2019)

A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. - Vibert Thio; Hao-Min Liu; Yin-Cheng Yeh; Yi-Hsuan Yang (IUI Workshops, 2019)

MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. - Hsiao-Tzu Hung; Yu-Hua Chen; Maximilian Mayerl; Michael Vötter; Eva Zangerle; Yi-Hsuan Yang (MediaEval, 2019)

Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. - Maximilian Mayerl; Michael Vötter; Hsiao-Tzu Hung; Bo-Yu Chen; Yi-Hsuan Yang; Eva Zangerle (MediaEval, 2019)

Multi-label Few-shot Learning for Sound Event Recognition. - Kai-Hsiang Cheng; Szu-Yu Chou; Yi-Hsuan Yang (MMSP, 2019)

Collaborative Similarity Embedding for Recommender Systems. - Chih-Ming Chen 003; Chuan-Ju Wang; Ming-Feng Tsai; Yi-Hsuan Yang (WWW, 2019)

Towards a Deeper Understanding of Adversarial Losses. - Hao-Wen Dong; Yi-Hsuan Yang (CoRR, 2019)

Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052). - Meinard Müller; Emilia Gómez; Yi-Hsuan Yang (Dagstuhl Reports, 2019)

Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. - Juhan Nam; Keunwoo Choi; Jongpil Lee; Szu-Yu Chou; Yi-Hsuan Yang (IEEE Signal Process. Mag., 2019)

TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings. - Ting-Wei Su; Yuan-Ping Chen; Li Su 002; Yi-Hsuan Yang (Trans. Int. Soc. Music. Inf. Retr., 2019)

Weakly-Supervised Visual Instrument-Playing Action Detection in Videos. - Jen-Yu Liu; Yi-Hsuan Yang; Shyh-Kang Jeng (IEEE Trans. Multim., 2019)

A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. - Jianyu Fan; Yi-Hsuan Yang; Kui Dong; Philippe Pasquier (ICASSP, 2020)

Addressing The Confounds Of Accompaniments In Singer Identification. - Tsung-Han Hsieh; Kai-Hsiang Cheng; Zhe-Cheng Fan; Yu-Ching Yang; Yi-Hsuan Yang (ICASSP, 2020)

Speech-To-Singing Conversion in an Encoder-Decoder Framework. - Jayneel Parekh; Preeti Rao; Yi-Hsuan Yang (ICASSP, 2020)

Score and Lyrics-Free Singing Voice Generation. - Jen-Yu Liu; Yu-Hua Chen; Yin-Cheng Yeh; Yi-Hsuan Yang (ICCC, 2020)

Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. - Jen-Yu Liu; Yu-Hua Chen; Yin-Cheng Yeh; Yi-Hsuan Yang (INTERSPEECH, 2020)

Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. - Da-Yi Wu; Yi-Hsuan Yang (INTERSPEECH, 2020)

Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. - Yu-Hua Chen; Yu-Siang Huang; Wen-Yi Hsiao; Yi-Hsuan Yang (ISMIR, 2020)

Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. - Bo-Yu Chen; Jordan B. L. Smith; Yi-Hsuan Yang (ISMIR, 2020)

A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. - Taejun Kim; Minsuk Choi; Evan Sacks; Yi-Hsuan Yang; Juhan Nam (ISMIR, 2020)

The Freesound Loop Dataset and Annotation Tool. - António Ramires; Frederic Font; Dmitry Bogdanov; Jordan B. L. Smith; Yi-Hsuan Yang; Joann Ching; Bo-Yu Chen; Yueh-Kao Wu; Wei-Han Hsu; Xavier Serra (ISMIR, 2020)

The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. - Shih-Lun Wu; Yi-Hsuan Yang (ISMIR, 2020)

Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions. - Yu-Siang Huang; Yi-Hsuan Yang (ACM Multimedia, 2020)

Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. - Ching-Yu Chiu; Wen-Yi Hsiao; Yin-Cheng Yeh; Yi-Hsuan Yang; Alvin Wen-Yu Su (MMSP, 2020)

Automatic Melody Harmonization with Triad Chords: A Comparative Study. - 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 (CoRR, 2020)

Pop Music Transformer: Generating Music with Rhythm and Harmony. - Yu-Siang Huang; Yi-Hsuan Yang (CoRR, 2020)

Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. - Yu-Hua Chen; Yu-Hsiang Huang; Wen-Yi Hsiao; Yi-Hsuan Yang (CoRR, 2020)

Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. - Szu-Yu Chou; Jyh-Shing Roger Jang; Yi-Hsuan Yang (IEEE Trans. Big Data, 2020)

Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products. - Zhe-Cheng Fan; Tak-Shing T. Chan; Yi-Hsuan Yang; Jyh-Shing Roger Jang (IEEE Trans. Neural Networks Learn. Syst., 2020)

Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs. - Wen-Yi Hsiao; Jen-Yu Liu; Yin-Cheng Yeh; Yi-Hsuan Yang (AAAI, 2021)

Mandarin Singing Voice Synthesis with a Phonology-based Duration Model. - Fu-Rong Yang; Yin-Ping Cho; Yi-Hsuan Yang; Da-Yi Wu; Shan-Hung Wu; Yi-Wen Liu (APSIPA ASC, 2021)

Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking. - Ching-Yu Chiu; Joann Ching; Wen-Yi Hsiao; Yu-Hua Chen; Alvin Wen-Yu Su; Yi-Hsuan Yang (EUSIPCO, 2021)

Relative Positional Encoding for Transformers with Linear Complexity. - Antoine Liutkus; Ondrej Cífka; Shih-Lun Wu; Umut Simsekli; Yi-Hsuan Yang; Gaël Richard (ICML, 2021)

Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition. - Juan Sebastián Gómez Cañón; Estefanía Cano; Yi-Hsuan Yang; Perfecto Herrera; Emilia Gómez (ISMIR, 2021)

Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding. - Chin-Jui Chang; Chun-Yi Lee; Yi-Hsuan Yang (ISMIR, 2021)

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. - Hsiao-Tzu Hung; Joann Ching; Seungheon Doh; Nabin Kim; Juhan Nam; Yi-Hsuan Yang (ISMIR, 2021)

A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset. - Tun-Min Hung; Bo-Yu Chen; Yen-Tung Yeh; Yi-Hsuan Yang (ISMIR, 2021)

DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models. - Pedro Sarmento; Adarsh Kumar; CJ Carr; Zack Zukowski; Mathieu Barthet; Yi-Hsuan Yang (ISMIR, 2021)

Automatic Music Composition with Transformers. - Yi-Hsuan Yang (MMArt&ACM@ICMR, 2021)

Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization. - Taejun Kim; Yi-Hsuan Yang; Juhan Nam (NIME, 2021)

MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with Just One Transformer VAE. - Shih-Lun Wu; Yi-Hsuan Yang (CoRR, 2021)

MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding. - Yi-Hui Chou; I-Chun Chen; Chin-Jui Chang; Joann Ching; Yi-Hsuan Yang (CoRR, 2021)

Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features. - Wei-Han Hsu; Bo-Yu Chen; Yi-Hsuan Yang (CoRR, 2021)

Learning To Generate Piano Music With Sustain Pedals. - Joann Ching; Yi-Hsuan Yang (CoRR, 2021)

Music Score Expansion with Variable-Length Infilling. - Chih-Pin Tan; Chin-Jui Chang; Alvin W. Y. Su; Yi-Hsuan Yang (CoRR, 2021)

Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking. - Ching-Yu Chiu; Alvin Wen-Yu Su; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2021)

Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications. - Juan Sebastián Gómez Cañón; Estefanía Cano; Tuomas Eerola; Perfecto Herrera; Xiao Hu 001; Yi-Hsuan Yang; Emilia Gómez (IEEE Signal Process. Mag., 2021)

Leveraging Affective Hashtags for Ranking Music Recommendations. - Eva Zangerle; Chih-Ming Chen 003; Ming-Feng Tsai; Yi-Hsuan Yang (IEEE Trans. Affect. Comput., 2021)

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. - Hsiao-Tzu Hung; Joann Ching; Seungheon Doh; Nabin Kim; Juhan Nam; Yi-Hsuan Yang (Zenodo, 2021)

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. - Hsiao-Tzu Hung; Joann Ching; Seungheon Doh; Nabin Kim; Juhan Nam; Yi-Hsuan Yang (Zenodo, 2021)

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. - Hsiao-Tzu Hung; Joann Ching; Seungheon Doh; Nabin Kim; Juhan Nam; Yi-Hsuan Yang (Zenodo, 2021)

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation. - Hsiao-Tzu Hung; Joann Ching; Seungheon Doh; Nabin Kim; Juhan Nam; Yi-Hsuan Yang (Zenodo, 2021)

Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model. - Yu-Hua Chen; Wen-Yi Hsiao; Tsu-Kuang Hsieh; Jyh-Shing Roger Jang; Yi-Hsuan Yang (ICASSP, 2022)

Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. - Bo-Yu Chen; Wei-Han Hsu; Wei-Hsiang Liao 001; Marco A. Martínez Ramírez; Yuki Mitsufuji; Yi-Hsuan Yang (ICASSP, 2022)

KaraSinger: Score-Free Singing Voice Synthesis with VQ-VAE Using Mel-Spectrograms. - Chien-Feng Liao; Jen-Yu Liu; Yi-Hsuan Yang (ICASSP, 2022)

Melody Infilling with User-Provided Structural Context. - Chih-Pin Tan; Alvin W. Y. Su; Yi-Hsuan Yang (ISMIR, 2022)

Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE. - Yueh-Kao Wu; Ching-Yu Chiu; Yi-Hsuan Yang (ISMIR, 2022)

DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation. - Da-Yi Wu; Wen-Yi Hsiao; Fu-Rong Yang; Oscar Friedman; Warren Jackson; Scott Bruzenak; Yi-Wen Liu; Yi-Hsuan Yang (ISMIR, 2022)

Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation. - Yen-Tung Yeh; Yi-Hsuan Yang; Bo-Yu Chen (ISMIR, 2022)

An Analysis Method for Metric-Level Switching in Beat Tracking. - Ching-Yu Chiu; Meinard Müller; Matthew E. P. Davies; Alvin Wen-Yu Su; Yi-Hsuan Yang (IEEE Signal Process. Lett., 2022)

Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach. - Shih-Lun Wu; Yi-Hsuan Yang (ICASSP, 2023)

Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music. - Ching-Yu Chiu; Meinard Müller; Matthew E. P. Davies; Alvin Wen-Yu Su; Yi-Hsuan Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE. - Shih-Lun Wu; Yi-Hsuan Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Theme Transformer: Symbolic Music Generation With Theme-Conditioned Transformer. - Yi-Jen Shih; Shih-Lun Wu; Frank Zalkow; Meinard Müller; Yi-Hsuan Yang (IEEE Trans. Multim., 2023)

Towards Zero-Shot Amplifier Modeling: One-to-Many Amplifier Modeling via Tone Embedding Control. - Yu-Hua Chen; Yen-Tung Yeh; Yuan-Chiao Cheng; Jui-Te Wu; Yu-Hsiang Ho; Jyh-Shing Roger Jang; Yi-Hsuan Yang (ISMIR, 2024)

Emotion-Driven Piano Music Generation via Two-Stage Disentanglement and Functional Representation. - Jingyue Huang; Ke Chen; Yi-Hsuan Yang (ISMIR, 2024)

MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation. - Yun-Han Lan; Wen-Yi Hsiao; Hao-Chung Cheng; Yi-Hsuan Yang (ISMIR, 2024)

PiCoGen2: Piano Cover Generation With Transfer Learning Approach and Weakly Aligned Data. - Chih-Pin Tan; Hsin Ai; Yi-Hsin Chang; Shuen-Huei Guan; Yi-Hsuan Yang (ISMIR, 2024)

Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music With Lightweight Finetuning. - Fang-Duo Tsai; Shih-Lun Wu; Haven Kim; Bo-Yu Chen; Hao-Chung Cheng; Yi-Hsuan Yang (ISMIR, 2024)

PiCoGen: Generate Piano Covers with a Two-stage Approach. - Chih-Pin Tan; Shuen-Huei Guan; Yi-Hsuan Yang (ICMR, 2024)

Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. - Yu-Hua Chen; Woosung Choi; Wei-Hsiang Liao 001; Marco A. Martínez Ramírez; Kin Wai Cheuk; Yuki Mitsufuji; Jyh-Shing Roger Jang; Yi-Hsuan Yang (CoRR, 2024)

Distortion Recovery: A Two-Stage Method for Guitar Effect Removal. - Ying-Shuo Lee; Yueh-Po Peng; Jui-Te Wu; Ming Cheng; Li Su 004; Yi-Hsuan Yang (CoRR, 2024)

Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation. - Jingyue Huang; Yi-Hsuan Yang (CoRR, 2024)

Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling. - Yen-Tung Yeh; Wen-Yi Hsiao; Yi-Hsuan Yang (CoRR, 2024)

PyNeuralFx: A Python Package for Neural Audio Effect Modeling. - Yen-Tung Yeh; Wen-Yi Hsiao; Yi-Hsuan Yang (CoRR, 2024)

METEOR: Melody-aware Texture-controllable Symbolic Orchestral Music Generation. - Dinh-Viet-Toan Le; Yi-Hsuan Yang (CoRR, 2024)

Demo of Zero-Shot Guitar Amplifier Modelling: Enhancing Modeling with Hyper Neural Networks. - Yu-Hua Chen; Yuan-Chiao Cheng; Yen-Tung Yeh; Jui-Te Wu; Yu-Hsiang Ho; Jyh-Shing Roger Jang; Yi-Hsuan Yang (CoRR, 2024)

Music2Fail: Transfer Music to Failed Recorder Style. - Chon-In Leong; I-Ling Chung; Kin-Fong Chao; Jun-You Wang; Yi-Hsuan Yang; Jyh-Shing Roger Jang (CoRR, 2024)

EMOPIA+. - Jingyue Huang; Ke Chen 021; Yi-Hsuan Yang (Zenodo, 2024)

AILabs.tw Pop1K7. - Jingyue Huang; Yi-Hsuan Yang (Zenodo, 2024)

AILabs.tw Pop1K7. - Jingyue Huang; Yi-Hsuan Yang (Zenodo, 2024)

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]. - Gaël Richard; Vincent Lostanlen; Yi-Hsuan Yang; Meinard Müller (IEEE Signal Process. Mag., 2024)

DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling. - Yen-Tung Yeh; Yu-Hua Chen; Yuan-Chiao Cheng; Jui-Te Wu; Jun-Jie Fu; Yi-Fan Yeh; Yi-Hsuan Yang (ICASSP, 2025)

Towards Generalizability to Tone and Content Variations in the Transcription of Amplifier Rendered Electric Guitar Audio. - Yu-Hua Chen; Yuan-Chiao Cheng; Yen-Tung Yeh; Jui-Te Wu; Jyh-Shing Roger Jang; Yi-Hsuan Yang (CoRR, 2025)

MuseControlLite: Multifunctional Music Generation with Lightweight Conditioners. - Fang-Duo Tsai; Shih-Lun Wu; Weijaw Lee; Sheng-Ping Yang; Bo-Rui Chen; Hao-Chung Cheng; Yi-Hsuan Yang (CoRR, 2025)

Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures. - Yen-Tung Yeh; Junghyun Koo; Marco A. Martínez Ramírez; Wei-Hsiang Liao 001; Yi-Hsuan Yang; Yuki Mitsufuji (CoRR, 2025)

Exploring State-Space-Model based Language Model in Music Generation. - Weijaw Lee; Fang-Chih Hsieh; Xuanjun Chen; Fang-Duo Tsai; Yi-Hsuan Yang (CoRR, 2025)