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2020 – today
- 2020
[j35]Szu-Yu Chou
, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback. IEEE Trans. Big Data 6(1): 201-208 (2020)- [j34]Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Backpropagation With $N$ -D Vector-Valued Neurons Using Arbitrary Bilinear Products. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2638-2652 (2020) - [c125]Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang:
Addressing The Confounds Of Accompaniments In Singer Identification. ICASSP 2020: 1-5 - [c124]Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang:
Speech-To-Singing Conversion in an Encoder-Decoder Framework. ICASSP 2020: 261-265 - [c123]Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier:
A Comparative Study of Western and Chinese Classical Music Based on Soundscape Models. ICASSP 2020: 521-525 - [c122]Da-Yi Wu, Yi-Hsuan Yang:
Speech-to-Singing Conversion Based on Boundary Equilibrium GAN. INTERSPEECH 2020: 1316-1320 - [c121]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. INTERSPEECH 2020: 1997-2001 - [c120]Yu-Siang Huang, Yi-Hsuan Yang:
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions. ACM Multimedia 2020: 1180-1188 - [i49]Yin-Cheng Yeh, Wen-Yi Hsiao, Satoru Fukayama, Tetsuro Kitahara, Benjamin Genchel, Hao-Min Liu, Hao-Wen Dong, Yian Chen, Terence Leong, Yi-Hsuan Yang:
Automatic Melody Harmonization with Triad Chords: A Comparative Study. CoRR abs/2001.02360 (2020) - [i48]Yu-Siang Huang, Yi-Hsuan Yang:
Pop Music Transformer: Generating Music with Rhythm and Harmony. CoRR abs/2002.00212 (2020) - [i47]Jayneel Parekh, Preeti Rao, Yi-Hsuan Yang:
Speech-to-Singing Conversion in an Encoder-Decoder Framework. CoRR abs/2002.06595 (2020) - [i46]Tsung-Han Hsieh, Kai-Hsiang Cheng, Zhe-Cheng Fan, Yu-Ching Yang, Yi-Hsuan Yang:
Addressing the confounds of accompaniments in singer identification. CoRR abs/2002.06817 (2020) - [i45]Jianyu Fan, Yi-Hsuan Yang, Kui Dong, Philippe Pasquier:
A Comparative Study of Western and Chinese Classical Music based on Soundscape Models. CoRR abs/2002.09021 (2020) - [i44]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization. CoRR abs/2005.08526 (2020) - [i43]Da-Yi Wu, Yi-Hsuan Yang:
Speech-to-Singing Conversion based on Boundary Equilibrium GAN. CoRR abs/2005.13835 (2020) - [i42]Shih-Lun Wu, Yi-Hsuan Yang:
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures. CoRR abs/2008.01307 (2020) - [i41]Yu-Hua Chen, Yu-Hsiang Huang, Wen-Yi Hsiao, Yi-Hsuan Yang:
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling. CoRR abs/2008.01431 (2020) - [i40]Bo-Yu Chen, Jordan B. L. Smith, Yi-Hsuan Yang:
Neural Loop Combiner: Neural Network Models for Assessing the Compatibility of Loops. CoRR abs/2008.02011 (2020) - [i39]Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, Alvin Wen-Yu Su:
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation. CoRR abs/2008.02480 (2020) - [i38]Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam:
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment. CoRR abs/2008.10267 (2020) - [i37]António Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Hsu Wei-Han, Xavier Serra:
The Freesound Loop Dataset and Annotation Tool. CoRR abs/2008.11507 (2020)
2010 – 2019
- 2019
- [j33]Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang:
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach. IEEE Signal Process. Mag. 36(1): 41-51 (2019) - [j32]Ting-Wei Su, Yuan-Ping Chen, Li Su, Yi-Hsuan Yang:
TENT: Technique-Embedded Note Tracking for Real-World Guitar Solo Recordings. Trans. Int. Soc. Music. Inf. Retr. 2(1): 15-28 (2019) - [j31]Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng:
Weakly-Supervised Visual Instrument-Playing Action Detection in Videos. IEEE Trans. Multim. 21(4): 887-901 (2019) - [c119]Bryan Wang, Yi-Hsuan Yang:
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. AAAI 2019: 1174-1181 - [c118]Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. APSIPA 2019: 339-346 - [c117]Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Learning to Match Transient Sound Events Using Attentional Similarity for Few-shot Sound Recognition. ICASSP 2019: 26-30 - [c116]Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang:
A Streamlined Encoder/decoder Architecture for Melody Extraction. ICASSP 2019: 156-160 - [c115]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Multitask Learning for Frame-level Instrument Recognition. ICASSP 2019: 381-385 - [c114]Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang:
Musical Composition Style Transfer via Disentangled Timbre Representations. IJCAI 2019: 4697-4703 - [c113]Jen-Yu Liu, Yi-Hsuan Yang:
Dilated Convolution with Dilated GRU for Music Source Separation. IJCAI 2019: 4718-4724 - [c112]Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang:
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. IJCAI 2019: 6506-6508 - [c111]Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Deep Cyclic Group Networks. IJCNN 2019: 1-8 - [c110]Eva Zangerle, Michael Vötter, Ramona Huber, Yi-Hsuan Yang:
Hit Song Prediction: Leveraging Low- and High-Level Audio Features. ISMIR 2019: 319-326 - [c109]Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang:
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. IUI Workshops 2019 - [c108]Hsiao-Tzu Hung, Yu-Hua Chen, Maximilian Mayerl, Michael Vötter, Eva Zangerle, Yi-Hsuan Yang:
MediaEval 2019 Emotion and Theme Recognition task: A VQ-VAE Based Approach. MediaEval 2019 - [c107]Maximilian Mayerl, Michael Vötter, Hsiao-Tzu Hung, Bo-Yu Chen, Yi-Hsuan Yang, Eva Zangerle:
Recognizing Song Mood and Theme Using Convolutional Recurrent Neural Networks. MediaEval 2019 - [c106]Kai-Hsiang Cheng, Szu-Yu Chou, Yi-Hsuan Yang:
Multi-label Few-shot Learning for Sound Event Recognition. MMSP 2019: 1-5 - [c105]Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang:
Collaborative Similarity Embedding for Recommender Systems. WWW 2019: 2637-2643 - [i36]Hao-Wen Dong, Yi-Hsuan Yang:
Towards a Deeper Understanding of Adversarial Losses. CoRR abs/1901.08753 (2019) - [i35]Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang:
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning. CoRR abs/1902.03722 (2019) - [i34]Chih-Ming Chen, Chuan-Ju Wang, Ming-Feng Tsai, Yi-Hsuan Yang:
Collaborative Similarity Embedding for Recommender Systems. CoRR abs/1902.06188 (2019) - [i33]Yu-Hua Chen, Bryan Wang, Yi-Hsuan Yang:
Demonstration of PerformanceNet: A Convolutional Neural Network Model for Score-to-Audio Music Generation. CoRR abs/1905.11689 (2019) - [i32]Yun-Ning Hung, I-Tung Chiang, Yi-An Chen, Yi-Hsuan Yang:
Musical Composition Style Transfer via Disentangled Timbre Representations. CoRR abs/1905.13567 (2019) - [i31]Jen-Yu Liu, Yi-Hsuan Yang:
Dilated Convolution with Dilated GRU for Music Source Separation. CoRR abs/1906.01203 (2019) - [i30]Hsiao-Tzu Hung, Chung-Yang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Improving Automatic Jazz Melody Generation by Transfer Learning Techniques. CoRR abs/1908.09484 (2019) - [i29]Jen-Yu Liu, Yu-Hua Chen, Yin-Cheng Yeh, Yi-Hsuan Yang:
Score and Lyrics-Free Singing Voice Generation. CoRR abs/1912.11747 (2019) - [i28]Meinard Müller, Emilia Gómez, Yi-Hsuan Yang:
Computational Methods for Melody and Voice Processing in Music Recordings (Dagstuhl Seminar 19052). Dagstuhl Reports 9(1): 125-177 (2019) - 2018
- [j30]Yu-Hao Chin, Jia-Ching Wang, Ju-Chiang Wang, Yi-Hsuan Yang:
Predicting the Probability Density Function of Music Emotion Using Emotion Space Mapping. IEEE Trans. Affect. Comput. 9(4): 541-549 (2018) - [j29]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Pop Music Highlighter: Marking the Emotion Keypoints. Trans. Int. Soc. Music. Inf. Retr. 1(1): 68-78 (2018) - [j28]Jen-Chun Lin, Wen-Li Wei, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Coherent Deep-Net Fusion To Classify Shots In Concert Videos. IEEE Trans. Multim. 20(11): 3123-3136 (2018) - [c104]Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang:
MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment. AAAI 2018: 34-41 - [c103]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Generating Music Medleys via Playing Music Puzzle Games. AAAI 2018: 2281-2288 - [c102]Chia-An Yu, Ching-Lun Tai, Tak-Shing Chan, Yi-Hsuan Yang:
Modeling Multi-way Relations with Hypergraph Embedding. CIKM 2018: 1707-1710 - [c101]Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Seethevoice: Learning from Music to Visual Storytelling of Shots. ICME 2018: 1-6 - [c100]Yi-Wei Chen, Yi-Hsuan Yang, Homer H. Chen:
Cross-Cultural Music Emotion Recognition by Adversarial Discriminative Domain Adaptation. ICMLA 2018: 467-472 - [c99]Hao-Min Liu, Yi-Hsuan Yang:
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. ICMLA 2018: 722-727 - [c98]Jen-Yu Liu, Yi-Hsuan Yang:
Denoising Auto-Encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. ICMLA 2018: 773-778 - [c97]Szu-Yu Chou, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Learning to Recognize Transient Sound Events using Attentional Supervision. IJCAI 2018: 3336-3342 - [c96]Yun-Ning Hung, Yi-Hsuan Yang:
Frame-level Instrument Recognition by Timbre and Pitch. ISMIR 2018: 135-142 - [c95]Hao-Wen Dong, Yi-Hsuan Yang:
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. ISMIR 2018: 190-196 - [i27]Tak-Shing T. Chan, Yi-Hsuan Yang:
Polar n-Complex and n-Bicomplex Singular Value Decomposition and Principal Component Pursuit. CoRR abs/1801.03773 (2018) - [i26]Tak-Shing T. Chan, Yi-Hsuan Yang:
Informed Group-Sparse Representation for Singing Voice Separation. CoRR abs/1801.03815 (2018) - [i25]Tak-Shing T. Chan, Yi-Hsuan Yang:
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. CoRR abs/1801.03816 (2018) - [i24]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Pop Music Highlighter: Marking the Emotion Keypoints. CoRR abs/1802.10495 (2018) - [i23]Hao-Wen Dong, Yi-Hsuan Yang:
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation. CoRR abs/1804.09399 (2018) - [i22]Jen-Yu Liu, Yi-Hsuan Yang, Shyh-Kang Jeng:
Weakly-supervised Visual Instrument-playing Action Detection in Videos. CoRR abs/1805.02031 (2018) - [i21]Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products. CoRR abs/1805.09621 (2018) - [i20]Yun-Ning Hung, Yi-Hsuan Yang:
Frame-level Instrument Recognition by Timbre and Pitch. CoRR abs/1806.09587 (2018) - [i19]Jen-Yu Liu, Yi-Hsuan Yang:
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation. CoRR abs/1807.01898 (2018) - [i18]Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks. CoRR abs/1807.02254 (2018) - [i17]Hao-Min Liu, Yi-Hsuan Yang:
Lead Sheet Generation and Arrangement by Conditional Generative Adversarial Network. CoRR abs/1807.11161 (2018) - [i16]Hao-Wen Dong, Yi-Hsuan Yang:
Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation. CoRR abs/1810.04714 (2018) - [i15]Tsung-Han Hsieh, Li Su, Yi-Hsuan Yang:
A Streamlined Encoder/Decoder Architecture for Melody Extraction. CoRR abs/1810.12947 (2018) - [i14]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Multitask learning for frame-level instrument recognition. CoRR abs/1811.01143 (2018) - [i13]Yun-Ning Hung, Yi-An Chen, Yi-Hsuan Yang:
Learning Disentangled Representations for Timber and Pitch in Music Audio. CoRR abs/1811.03271 (2018) - [i12]Bryan Wang, Yi-Hsuan Yang:
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network. CoRR abs/1811.04357 (2018) - [i11]Szu-Yu Chou, Kai-Hsiang Cheng, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Learning to match transient sound events using attentional similarity for few-shot sound recognition. CoRR abs/1812.01269 (2018) - 2017
- [j27]Yuan-Pin Lin, Ping-Keng Jao, Yi-Hsuan Yang:
Improving Cross-Day EEG-Based Emotion Classification Using Robust Principal Component Analysis. Frontiers Comput. Neurosci. 11: 64 (2017) - [j26]Xiao Hu, Yi-Hsuan Yang:
The mood of Chinese Pop music: Representation and recognition. J. Assoc. Inf. Sci. Technol. 68(8): 1899-1910 (2017) - [j25]Tak-Shing Chan, Yi-Hsuan Yang:
Informed Group-Sparse Representation for Singing Voice Separation. IEEE Signal Process. Lett. 24(2): 156-160 (2017) - [j24]Xiao Hu, Yi-Hsuan Yang:
Cross-Dataset and Cross-Cultural Music Mood Prediction: A Case on Western and Chinese Pop Songs. IEEE Trans. Affect. Comput. 8(2): 228-240 (2017) - [j23]Yu-An Chen, Ju-Chiang Wang, Yi-Hsuan Yang, Homer H. Chen:
Component Tying for Mixture Model Adaptation in Personalization of Music Emotion Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25(7): 1409-1420 (2017) - [j22]Markus Schedl, Yi-Hsuan Yang, Perfecto Herrera-Boyer:
Introduction to Intelligent Music Systems and Applications. ACM Trans. Intell. Syst. Technol. 8(2): 17:1-17:8 (2017) - [c94]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Music thumbnailing via neural attention modeling of music emotion. APSIPA 2017: 347-350 - [c93]Chia-An Yu, Tak-Shing Chan, Yi-Hsuan Yang:
Low-Rank Matrix Completion over Finite Abelian Group Algebras for Context-Aware Recommendation. CIKM 2017: 2415-2418 - [c92]Lufei Gao, Li Su, Yi-Hsuan Yang, Tan Lee:
Polyphonic piano note transcription with non-negative matrix factorization of differential spectrogram. ICASSP 2017: 291-295 - [c91]Shih-Yang Su, Cheng-Kai Chiu, Li Su, Yi-Hsuan Yang:
Automatic conversion of Pop music into chiptunes for 8-bit pixel art. ICASSP 2017: 411-415 - [c90]Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen:
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. ICASSP 2017: 621-625 - [c89]Ting-Wei Su, Jen-Yu Liu, Yi-Hsuan Yang:
Weakly-supervised audio event detection using event-specific Gaussian filters and fully convolutional networks. ICASSP 2017: 791-795 - [c88]Wen-Li Wei, Jen-Chun Lin, Tyng-Luh Liu, Yi-Hsuan Yang, Hsin-Min Wang, Hsiao-Rong Tyan, Hong-Yuan Mark Liao:
Deep-net fusion to classify shots in concert videos. ICASSP 2017: 1383-1387 - [c87]Szu-Yu Chou, Li-Chia Yang, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Conditional preference nets for user and item cold start problems in music recommendation. ICME 2017: 1147-1152 - [c86]Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang:
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-Domain Music Generation. ISMIR 2017: 324-331 - [p2]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang:
Affective Music Information Retrieval. Emotions and Personality in Personalized Services 2017: 227-261 - [i10]Li-Chia Yang, Szu-Yu Chou, Yi-Hsuan Yang:
MidiNet: A Convolutional Generative Adversarial Network for Symbolic-domain Music Generation using 1D and 2D Conditions. CoRR abs/1703.10847 (2017) - [i9]Li-Chia Yang, Szu-Yu Chou, Jen-Yu Liu, Yi-Hsuan Yang, Yi-An Chen:
Revisiting the problem of audio-based hit song prediction using convolutional neural networks. CoRR abs/1704.01280 (2017) - [i8]Zhe-Cheng Fan, Tak-Shing Chan, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Music Signal Processing Using Vector Product Neural Networks. CoRR abs/1706.09555 (2017) - [i7]Yu-Siang Huang, Szu-Yu Chou, Yi-Hsuan Yang:
Similarity Embedding Network for Unsupervised Sequential Pattern Learning by Playing Music Puzzle Games. CoRR abs/1709.04384 (2017) - [i6]Hao-Wen Dong, Wen-Yi Hsiao, Li-Chia Yang, Yi-Hsuan Yang:
MuseGAN: Symbolic-domain Music Generation and Accompaniment with Multi-track Sequential Generative Adversarial Networks. CoRR abs/1709.06298 (2017) - [i5]Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen:
Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss. CoRR abs/1710.10814 (2017) - [i4]Chih-Ming Chen, Yi-Hsuan Yang, Yian Chen, Ming-Feng Tsai:
Vertex-Context Sampling for Weighted Network Embedding. CoRR abs/1711.00227 (2017) - 2016
- [j21]Tak-Shing Chan, Yi-Hsuan Yang:
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation. IEEE Signal Process. Lett. 23(2): 287-291 (2016) - [j20]Ping-Keng Jao, Li Su, Yi-Hsuan Yang, Brendt Wohlberg:
Monaural Music Source Separation Using Convolutional Sparse Coding. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2158-2170 (2016) - [j19]Tak-Shing Chan, Yi-Hsuan Yang:
Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. IEEE Trans. Signal Process. 64(24): 6533-6544 (2016) - [c85]Mu-Heng Yang, Li Su, Yi-Hsuan Yang:
Highlighting root notes in chord recognition using cepstral features and multi-task learning. APSIPA 2016: 1-8 - [c84]Li Su, Tsung-Ying Chuang, Yi-Hsuan Yang:
Exploiting Frequency, Periodicity and Harmonicity Using Advanced Time-Frequency Concentration Techniques for Multipitch Estimation of Choir and Symphony. ISMIR 2016: 393-399 - [c83]Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music task: Lessons Learned. MediaEval 2016 - [c82]Jen-Yu Liu, Yi-Hsuan Yang:
Event Localization in Music Auto-tagging. ACM Multimedia 2016: 1048-1057 - [c81]Chih-Ming Chen, Ming-Feng Tsai, Yu-Ching Lin, Yi-Hsuan Yang:
Query-based Music Recommendations via Preference Embedding. RecSys 2016: 79-82 - [c80]Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, Yu-Ching Lin:
Addressing Cold Start for Next-song Recommendation. RecSys 2016: 115-118 - [p1]Yi-Hsuan Yang, Ju-Chiang Wang, Yu-An Chen, Homer H. Chen:
Model Adaptation for Personalized Music Emotion Recognition. Handbook of Pattern Recognition and Computer Vision 2016: 175-193 - [i3]Kai-Chun Hsu, Szu-Yu Chou, Yi-Hsuan Yang, Tai-Shih Chi:
Neural Network Based Next-Song Recommendation. CoRR abs/1606.07722 (2016) - [i2]Jen-Yu Liu, Shyh-Kang Jeng, Yi-Hsuan Yang:
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals. CoRR abs/1608.07373 (2016) - 2015
- [j18]Ping-Keng Jao, Yi-Hsuan Yang:
Music Annotation and Retrieval using Unlabeled Exemplars: Correlation and Sparse Codes. IEEE Signal Process. Lett. 22(10): 1771-1775 (2015) - [j17]Che-Yuan Liang, Li Su, Yi-Hsuan Yang:
Musical Onset Detection Using Constrained Linear Reconstruction. IEEE Signal Process. Lett. 22(11): 2142-2146 (2015) - [j16]Ju-Chiang Wang, Yi-Hsuan Yang, Hsin-Min Wang, Shyh-Kang Jeng:
Modeling the Affective Content of Music with a Gaussian Mixture Model. IEEE Trans. Affect. Comput. 6(1): 56-68 (2015) - [j15]Mohammad Soleymani, Yi-Hsuan Yang, Go Irie, Alan Hanjalic:
Guest Editorial: Challenges and Perspectives for Affective Analysis in Multimedia. IEEE Trans. Affect. Comput. 6(3): 206-208 (2015) - [j14]Li Su, Yi-Hsuan Yang:
Combining Spectral and Temporal Representations for Multipitch Estimation of Polyphonic Music. IEEE ACM Trans. Audio Speech Lang. Process. 23(10): 1600-1612 (2015) - [j13]Yi-Hsuan Yang, Yuan-Ching Teng:
Quantitative Study of Music Listening Behavior in a Smartphone Context. ACM Trans. Interact. Intell. Syst. 5(3): 14:1-14:30 (2015) - [c79]Li Su, Yi-Hsuan Yang:
Escaping from the Abyss of Manual Annotation: New Methodology of Building Polyphonic Datasets for Automatic Music Transcription. CMMR 2015: 309-321 - [c78]Ping-Keng Jao, Yuan-Pin Lin, Yi-Hsuan Yang, Tzyy-Ping Jung:
Using robust principal component analysis to alleviate day-to-day variability in EEG based emotion classification. EMBC 2015: 570-573 - [c77]Ping-Keng Jao, Yi-Hsuan Yang, Brendt Wohlberg:
Informed monaural source separation of music based on convolutional sparse coding. ICASSP 2015: 236-240 - [c76]Yu-An Chen, Yi-Hsuan Yang, Ju-Chiang Wang, Homer H. Chen:
The AMG1608 dataset for music emotion recognition. ICASSP 2015: 693-697 - [c75]Tak-Shing Chan, Tzu-Chun Yeh, Zhe-Cheng Fan, Hung-Wei Chen, Li Su, Yi-Hsuan Yang, Jyh-Shing Roger Jang:
Vocal activity informed singing voice separation with the iKala dataset. ICASSP 2015: 718-722 - [c74]Szu-Yu Chou, Yi-Hsuan Yang, Yu-Ching Lin:
Evaluating music recommendation in a real-world setting: On data splitting and evaluation metrics. ICME 2015: 1-6 - [c73]Che-Yuan Liang, Li Su, Yi-Hsuan Yang, Hsin-Ming Lin:
Musical Offset Detection of Pitched Instruments: The Case of Violin. ISMIR 2015: 281-287 - [c72]Yin-Jyun Luo, Li Su, Yi-Hsuan Yang, Tai-Shih Chi:
Detection of Common Mistakes in Novice Violin Playing. ISMIR 2015: 316-322 - [c71]Yuan-Ping Chen, Li Su, Yi-Hsuan Yang:
Electric Guitar Playing Technique Detection in Real-World Recording Based on F0 Sequence Pattern Recognition. ISMIR 2015: 708-714 - [c70]Pei-Ching Li, Li Su, Yi-Hsuan Yang, Alvin W. Y. Su:
Analysis of Expressive Musical Terms in Violin Using Score-Informed and Expression-Based Audio Features. ISMIR 2015: 809-815 - [c69]Anna Aljanaki, Yi-Hsuan Yang, Mohammad Soleymani:
Emotion in Music Task at MediaEval 2015. MediaEval 2015 - [c68]Jheng-Wei Peng, Shih-Wei Sun, Wen-Huang Cheng, Yi-Hsuan Yang:
eMosic: Mobile Media Pushing through Social Emotion Sensing. ACM Multimedia 2015: 753-754 - [c67]Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang,