Yi-Hsuan Yang

Juan Sebastián Gómez Cañón

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.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Relative Positional Encoding for Transformers with Linear Complexity.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Mandarin Singing Voice Synthesis with a Phonology-based Duration Model.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback.

[BibT_eX]

[DOI]

Jyh-Shing Roger Jang

IEEE Trans. Big Data, 2020

Automatic Composition of Guitar Tabs by Transformers and Groove Modeling.

[BibT_eX]

[DOI]

CoRR, 2020

Pop Music Transformer: Generating Music with Rhythm and Harmony.

[BibT_eX]

[DOI]

CoRR, 2020

Automatic Melody Harmonization with Triad Chords: A Comparative Study.

[BibT_eX]

[DOI]

CoRR, 2020

Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Shih-Lun Wu

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

The Freesound Loop Dataset and Annotation Tool.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops.

[BibT_eX]

[DOI]

Bo-Yu Chen

Jordan B. L. Smith

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Automatic Composition of Guitar Tabs by Transformers and Groove Modeling.

[BibT_eX]

[DOI]

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Speech-to-Singing Conversion Based on Boundary Equilibrium GAN.

[BibT_eX]

[DOI]

Da-Yi Wu

Proceedings of the Interspeech 2020, 2020

Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

Score and Lyrics-Free Singing Voice Generation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

Speech-To-Singing Conversion in an Encoder-Decoder Framework.

[BibT_eX]

[DOI]

Jayneel Parekh

Preeti Rao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Addressing The Confounds Of Accompaniments In Singer Identification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Weakly-Supervised Visual Instrument-Playing Action Detection in Videos.

[BibT_eX]

[DOI]

Shyh-Kang Jeng

IEEE Trans. Multim., 2019

TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2019

Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052).

[BibT_eX]

[DOI]

Meinard Müller

Emilia Gómez

Dagstuhl Reports, 2019

Towards a Deeper Understanding of Adversarial Losses.

[BibT_eX]

[DOI]

Hao-Wen Dong

CoRR, 2019

Collaborative Similarity Embedding for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Multi-label Few-shot Learning for Sound Event Recognition.

[BibT_eX]

[DOI]

Kai-Hsiang Cheng

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning.

[BibT_eX]

[DOI]

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

Hit Song Prediction: Leveraging Low- and High-Level Audio Features.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Deep Cyclic Group Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Dilated Convolution with Dilated GRU for Music Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Musical Composition Style Transfer via Disentangled Timbre Representations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Yu-Hua Chen

Bryan Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multitask Learning for Frame-level Instrument Recognition.

[BibT_eX]

[DOI]

Yun-Ning Hung

Yi-An Chen

Proceedings of the IEEE International Conference on Acoustics, 2019

A Streamlined Encoder/decoder Architecture for Melody Extraction.

[BibT_eX]

[DOI]

Tsung-Han Hsieh

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Drum Fills Detection and Generation.

[BibT_eX]

[DOI]

Frédéric Tamagnan

Proceedings of the Perception, Representations, Image, Sound, Music, 2019

Improving Automatic Jazz Melody Generation by Transfer Learning Techniques.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bryan Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Coherent Deep-Net Fusion To Classify Shots In Concert Videos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Pop Music Highlighter: Marking the Emotion Keypoints.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2018

Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2018

Learning Disentangled Representations for Timber and Pitch in Music Audio.

[BibT_eX]

[DOI]

Yun-Ning Hung

Yi-An Chen

CoRR, 2018

A Streamlined Encoder/Decoder Architecture for Melody Extraction.

[BibT_eX]

[DOI]

Tsung-Han Hsieh

CoRR, 2018

Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation.

[BibT_eX]

[DOI]

Hao-Wen Dong

CoRR, 2018

Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Frame-level Instrument Recognition by Timbre and Pitch.

[BibT_eX]

[DOI]

Yun-Ning Hung

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation.

[BibT_eX]

[DOI]

Hao-Wen Dong

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Learning to Recognize Transient Sound Events using Attentional Supervision.

[BibT_eX]

[DOI]

Jyh-Shing Roger Jang

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.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network.

[BibT_eX]

[DOI]

Hao-Min Liu

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation.

[BibT_eX]

[DOI]

Yi-Wei Chen

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Seethevoice: Learning from Music to Visual Storytelling of Shots.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Modeling Multi-way Relations with Hypergraph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Generating Music Medleys via Playing Music Puzzle Games.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Affective Music Information Retrieval.

[BibT_eX]

[DOI]

Hsin-Min Wang

Proceedings of the Emotions and Personality in Personalized Services, 2017

Introduction to Intelligent Music Systems and Applications.

[BibT_eX]

[DOI]

Markus Schedl

Perfecto Herrera-Boyer

ACM Trans. Intell. Syst. Technol., 2017

Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2017

Informed Group-Sparse Representation for Singing Voice Separation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

The mood of Chinese Pop music: Representation and recognition.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2017

Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis.

[BibT_eX]

[DOI]

Yuan-Pin Lin

Frontiers Comput. Neurosci., 2017

Vertex-Context Sampling for Weighted Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2017

Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss.

[BibT_eX]

[DOI]

CoRR, 2017

MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games.

[BibT_eX]

[DOI]

CoRR, 2017

MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions.

[BibT_eX]

[DOI]

Li-Chia Yang

CoRR, 2017

Music Signal Processing Using Vector Product Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation.

[BibT_eX]

[DOI]

Li-Chia Yang

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Deep-net fusion to classify shots in concert videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks.

[BibT_eX]

[DOI]

Ting-Wei Su

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Automatic conversion of Pop music into chiptunes for 8-bit pixel art.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation.

[BibT_eX]

[DOI]

Chia-An Yu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Music thumbnailing via neural attention modeling of music emotion.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Monaural Music Source Separation Using Convolutional Sparse Coding.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals.

[BibT_eX]

[DOI]

Shyh-Kang Jeng

CoRR, 2016

Neural Network Based Next-Song Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

Addressing Cold Start for Next-song Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Query-based Music Recommendations via Preference Embedding.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Event Localization in Music Auto-tagging.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Emotion in Music task: Lessons Learned.

[BibT_eX]

[DOI]

Anna Aljanaki

Mohammad Soleymani

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.

[BibT_eX]

[DOI]

Tsung-Ying Chuang

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.

[BibT_eX]

[DOI]

Mu-Heng Yang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

Model Adaptation for Personalized Music Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Pattern Recognition and Computer Vision, 5th Ed., 2016

2015

Quantitative Study of Music Listening Behavior in a Smartphone Context.

[BibT_eX]

[DOI]

Yuan-Ching Teng

ACM Trans. Interact. Intell. Syst., 2015

Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Modeling the Affective Content of Music with a Gaussian Mixture Model.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2015

Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2015

Musical Onset Detection Using Constrained Linear Reconstruction.

[BibT_eX]

[DOI]

Che-Yuan Liang

IEEE Signal Process. Lett., 2015

Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

Affective Music Information Retrieval.

[BibT_eX]

[DOI]

Hsin-Min Wang

CoRR, 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.

[BibT_eX]

[DOI]

Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

eMosic: Mobile Media Pushing through Social Emotion Sensing.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Emotion in Music Task at MediaEval 2015.

[BibT_eX]

[DOI]

Anna Aljanaki

Mohammad Soleymani

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Detection of Common Mistakes in Novice Violin Playing.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Musical Offset Detection of Pitched Instruments: The Case of Violin.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Yuan-Ping Chen

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.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Informed monaural source separation of music based on convolutional sparse coding.

[BibT_eX]

[DOI]

Brendt Wohlberg

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

The AMG1608 dataset for music emotion recognition.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Vocal activity informed singing voice separation with the iKala dataset.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Sparse modeling of magnitude and phase-derived spectra for playing technique classification.

[BibT_eX]

[DOI]

Hsin-Ming Lin

IEEE ACM Trans. Audio Speech Lang. Process., 2014

AWtoolbox: Characterizing Audio Information Using Audio Words.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Emotional Analysis of Music: A Comparison of Methods.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Emotion in Music Task at MediaEval 2014.

[BibT_eX]

[DOI]

Anna Aljanaki

Mohammad Soleymani

Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Cross-cultural mood regression for music digital libraries.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Automatic Set List Identification and Song Segmentation for Full-Length Concert Videos.

[BibT_eX]

[DOI]

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Sparse Cepstral, Phase Codes for Guitar Playing Technique Classification.

[BibT_eX]

[DOI]

Li-Fan Yu

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Music Driven Human Motion Manipulation for Characters in a Video.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Towards time-varying music auto-tagging based on CAL500 expansion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

LJ2M dataset: Toward better understanding of music listening behavior and user mood.

[BibT_eX]

[DOI]

Sung-Yen Liu

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Resolving Octave Ambiguities: A Cross-dataset Investigation.

[BibT_eX]

[DOI]

Proceedings of the Music Technology meets Philosophy, 2014

Power-Scaled Spectral Flux and Peak-Valley Group-Delay Methods for Robust Musical Onset Detection.

[BibT_eX]

[DOI]

Proceedings of the Music Technology meets Philosophy, 2014

A Study on Cross-cultural and Cross-dataset Generalizability of Music Mood Regression Models.

[BibT_eX]

[DOI]

Proceedings of the Music Technology meets Philosophy, 2014

Leverage Item Popularity and Recommendation Quality via Cost-Sensitive Factorization Machines.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Sparse cepstral codes and power scale for instrument identification.

[BibT_eX]

[DOI]

Li-Fan Yu

Proceedings of the IEEE International Conference on Acoustics, 2014

Improving music auto-tagging by intra-song instance bagging.

[BibT_eX]

[DOI]

Hsin-Min Wang

Proceedings of the IEEE International Conference on Acoustics, 2014

Modified lasso screening for audio word-based music classification using large-scale dictionary.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Linear regression-based adaptation of music emotion recognition models for personalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Quantitative Study of Music Listening Behavior in a Social and Affective Context.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2013

Automatic highlights extraction for drama video using music emotion and human face features.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Music Recommendation Based on Multiple Contextual Similarity Information.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

1000 songs for emotional analysis of music.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM international workshop on Crowdsourcing for multimedia, 2013

Using emotional context from article for contextual music recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

The MediaEval 2013 Brave New Task: Emotion in Music.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Low-Rank Representation of Both Singing Voice and Music Accompaniment Via Learned Dictionaries.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Sparse Modeling for Artist Identification: Exploiting Phase Information and Vocal Separation.

[BibT_eX]

[DOI]

Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

Towards real-time music auto-tagging using sparse features.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

A large in-situ dataset for context-aware music recommendation on smartphones.

[BibT_eX]

[DOI]

Yuan-Ching Teng

Ying-Shu Kuo

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

Dual-layer bag-of-frames model for music genre classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Singing voice timbre classification of Chinese popular music.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Towards a more efficient sparse coding based audio-word feature extraction system.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012

Multipitch Estimation of Piano Music by Exemplar-Based Sparse Representation.

[BibT_eX]

[DOI]

Cheng-Te Lee

IEEE Trans. Multim., 2012

Machine Recognition of Music Emotion: A Review.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Music retagging using label propagation and robust principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

On sparse and low-rank matrix decomposition for singing voice separation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

The acousticvisual emotion guassians model for automatic generation of music video.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012

Bilingual analysis of song lyrics and audio words.

[BibT_eX]

[DOI]

Yuan-Ching Teng

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Inferring personal traits from music listening history.

[BibT_eX]

[DOI]

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies, 2012

Supervised dictionary learning for music genre classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2012

Cross-cultural Music Mood Classification: A Comparison on English and Chinese Songs.

[BibT_eX]

[DOI]

Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Personalized music emotion recognition via model adaptation.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011

Exploiting online music tags for music emotion classification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Prediction of the Distribution of Perceived Music Emotions Using Discrete Samples.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Ranking-Based Emotion Recognition for Music Organization and Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2011

Automatic transcription of piano music by sparse representation of magnitude spectra.

[BibT_eX]

[DOI]

Cheng-Te Lee

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Unsupervised auxiliary visual words discovery for large-scale image object retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009

Smooth Control of Adaptive Media Playout for Video Streaming.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search.

[BibT_eX]

[DOI]

Winston H. Hsu

IEEE Trans. Circuits Syst. Video Technol., 2009

Personalized music emotion recognition.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Angela Charng-Rurng Tsai

Winston H. Hsu

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Improving Musical Concept Detection by Ordinal Regression and Context Fusion.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

An Integrated Approach to Music Boundary Detection.

[BibT_eX]

[DOI]

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Multimodal Structure Segmentation and Analysis of Music using Audio and Textual Information.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

Clustering for music search results.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Exploiting genre for music emotion classification.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Music emotion ranking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

A Regression Approach to Music Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

Toward Multi-modal Music Emotion Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing, 2008

ContextSeer: context search and recommendation at query time for shared consumer photos.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Mr. Emo: music retrieval in the emotion plane.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Keyword-based concept search on consumer photos by web-based kernel function.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Interactive content presentation based on expressed emotion and physiological feedback.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Automatic chord recognition for music classification and retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Video search reranking via online ordinal reranking.

[BibT_eX]

[DOI]

Winston H. Hsu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007

The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Music emotion recognition: the role of individuality.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Human-Centered Multimedia, 2007

Music Emotion Classification: A Regression Approach.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006

Music emotion classification: a fuzzy approach.

[BibT_eX]

[DOI]

Chia Chu Liu

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Detecting and Classifying Emotion in Popular Music.

[BibT_eX]

[DOI]

Proceedings of the 2006 Joint Conference on Information Sciences, 2006

Smooth Playout Control for Video Streaming over Error-Prone Channels.

[BibT_eX]

[DOI]

Meng-Ting Lu