Yi-Hsuan Yang
Orcid: 0000-0002-2724-6161
According to our database1,
Yi-Hsuan Yang
authored at least 234 papers
between 2006 and 2024.
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Bibliography
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].
IEEE Signal Process. Mag., November, 2024
Demo of Zero-Shot Guitar Amplifier Modelling: Enhancing Modeling with Hyper Neural Networks.
CoRR, 2024
CoRR, 2024
Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling.
CoRR, 2024
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data.
CoRR, 2024
Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation.
CoRR, 2024
Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation.
CoRR, 2024
Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning.
CoRR, 2024
CoRR, 2024
Towards zero-shot amplifier modeling: One-to-many amplifier modeling via tone embedding control.
CoRR, 2024
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data.
CoRR, 2024
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024
2023
IEEE Trans. Multim., 2023
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer With One Transformer VAE.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
IEEE Signal Process. Lett., 2022
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022
Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-Loss Transformer Model.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Affect. Comput., 2021
Music Emotion Recognition: Toward new, robust standards in personalized and context-sensitive applications.
IEEE Signal Process. Mag., 2021
Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking.
IEEE Signal Process. Lett., 2021
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features.
CoRR, 2021
CoRR, 2021
MuseMorphose: Full-Song and Fine-Grained Music Style Transfer with Just One Transformer VAE.
CoRR, 2021
Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization.
Proceedings of the 21th International Conference on New Interfaces for Musical Expression, 2021
Proceedings of the MMArt-ACM '21: Proceedings of the 2021 International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia 2021, 2021
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
A Benchmarking Initiative for Audio-domain Music Generation using the FreeSound Loop Dataset.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Let's agree to disagree: Consensus Entropy Active Learning for Personalized Music Emotion Recognition.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback.
IEEE Trans. Big Data, 2020
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation.
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the Eleventh International Conference on Computational Creativity, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Multim., 2019
Trans. Int. Soc. Music. Inf. Retr., 2019
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.
IEEE Signal Process. Mag., 2019
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052).
Dagstuhl Reports, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the Perception, Representations, Image, Sound, Music, 2019
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Multim., 2018
Trans. Int. Soc. Music. Inf. Retr., 2018
Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping.
IEEE Trans. Affect. Comput., 2018
CoRR, 2018
Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation.
CoRR, 2018
Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks.
CoRR, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Emotions and Personality in Personalized Services, 2017
ACM Trans. Intell. Syst. Technol., 2017
Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs.
IEEE Trans. Affect. Comput., 2017
IEEE Signal Process. Lett., 2017
J. Assoc. Inf. Sci. Technol., 2017
Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis.
Frontiers Comput. Neurosci., 2017
MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks.
CoRR, 2017
Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games.
CoRR, 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions.
CoRR, 2017
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017
Conditional preference nets for user and item cold start problems in music recommendation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017
Revisiting the problem of audio-based hit song prediction using convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017
2016
Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit.
IEEE Trans. Signal Process., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation.
IEEE Signal Process. Lett., 2016
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals.
CoRR, 2016
Proceedings of the 10th ACM Conference on Recommender Systems, 2016
Proceedings of the 10th ACM Conference on Recommender Systems, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016
Highlighting root notes in chord recognition using cepstral features and multi-task learning.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016
2015
ACM Trans. Interact. Intell. Syst., 2015
Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
IEEE Trans. Affect. Comput., 2015
IEEE Trans. Affect. Comput., 2015
IEEE Signal Process. Lett., 2015
Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes.
IEEE Signal Process. Lett., 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.
Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015
Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription.
Proceedings of the Music, Mind, and Embodiment - 11th International Symposium, 2015
2014
A Systematic Evaluation of the Bag-of-Frames Representation for Music Information Retrieval.
IEEE Trans. Multim., 2014
Sparse modeling of magnitude and phase-derived spectra for playing technique classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014
Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Attaching-music: An interactive music delivery system for private listening as wherever you go.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014
Proceedings of the Music Technology meets Philosophy, 2014
Power-Scaled Spectral Flux and Peak-Valley Group-Delay Methods for Robust Musical Onset Detection.
Proceedings of the Music Technology meets Philosophy, 2014
A Study on Cross-cultural and Cross-dataset Generalizability of Music Mood Regression Models.
Proceedings of the Music Technology meets Philosophy, 2014
Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Modified lasso screening for audio word-based music classification using large-scale dictionary.
Proceedings of the IEEE International Conference on Acoustics, 2014
Linear regression-based adaptation of music emotion recognition models for personalization.
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
IEEE Trans. Multim., 2013
Automatic highlights extraction for drama video using music emotion and human face features.
Neurocomputing, 2013
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013
Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia, 2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
Analyzing the dictionary properties and sparsity constraints for a dictionary-based music genre classification system.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013
2012
IEEE Trans. Multim., 2012
ACM Trans. Intell. Syst. Technol., 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
The acoustic emotion gaussians model for emotion-based music annotation and retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Exploring the relationship between categorical and dimensional emotion semantics of music.
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012
Proceedings of the International Conference on Multimedia Retrieval, 2012
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
ACM Trans. Multim. Comput. Commun. Appl., 2011
IEEE Trans. Speech Audio Process., 2011
IEEE Trans. Speech Audio Process., 2011
Automatic transcription of piano music by sparse representation of magnitude spectra.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Unsupervised auxiliary visual words discovery for large-scale image object retrieval.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery.
Proceedings of the 18th International Conference on Multimedia 2010, 2010
2009
IEEE Trans. Multim., 2009
Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search.
IEEE Trans. Circuits Syst. Video Technol., 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Canonical image selection and efficient image graph construction for large-scale flickr photos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009
Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
IEEE Trans. Speech Audio Process., 2008
Proceedings of the Advances in Multimedia Information Processing, 2008
ContextSeer: context search and recommendation at query time for shared consumer photos.
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Interactive content presentation based on expressed emotion and physiological feedback.
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
2007
Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007
Proceedings of the International Workshop on Human-Centered Multimedia, 2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
2006
Proceedings of the 14th ACM International Conference on Multimedia, 2006
Proceedings of the 2006 Joint Conference on Information Sciences, 2006
Proceedings of the Eigth IEEE International Symposium on Multimedia (ISM 2006), 2006