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Yixiao Zhang
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Year
Learning interpretable representation for controllable polyphonic music generation
Z Wang, D Wang, Y Zhang, G Xia
ISMIR 2020, 2020
702020
PianoTree VAE: Structured representation learning for polyphonic music
Z Wang, Y Zhang, Y Zhang, J Jiang, R Yang, J Zhao, G Xia
ISMIR 2020, 2020
572020
Exploring XAI for the Arts: Explaining Latent Space in Generative Music
N Bryan-Kinns, B Banar, C Ford, CN Reed, Y Zhang, S Colton, J Armitage
NeurIPS2021, 1st XAI4Debugging workshop, 2021
252021
BUTTER: A representation learning framework for bi-directional music-sentence retrieval and generation
Y Zhang, Z Wang, D Wang, G Xia
ISMIR 2020, 1st NLP4MusA workshop, 54-58, 2020
192020
COSMIC: A conversational interface for human-AI music co-creation
Y Zhang, G Xia, M Levy, S Dixon
NIME 2021, 2021
112021
Music phrase inpainting using long-term representation and contrastive loss
S Wei, G Xia, Y Zhang, L Lin, W Gao
ICASSP 2022, 2022
102022
Interpreting Song Lyrics with an Audio-Informed Pre-trained Language Model
Y Zhang, J Jiang, G Xia, S Dixon
ISMIR 2022, 2022
82022
Loop Copilot: Conducting AI ensembles for music generation and iterative editing
Y Zhang, A Maezawa, G Xia, K Yamamoto, S Dixon
arXiv preprint arXiv:2310.12404, 2023
72023
The Song Describer Dataset: A corpus of audio captions for music-and-language evaluation
I Manco, B Weck, S Doh, M Won, Y Zhang, D Bodganov, Y Wu, K Chen, ...
NeurIPS 2023 ML for Audio workshop, 2023
62023
Content-based controls for music large language modeling
L Lin, G Xia, J Jiang, Y Zhang
arXiv preprint arXiv:2310.17162, 2023
4*2023
Learning Hierarchical Metrical Structure Beyond Measures
J Jiang, D Chin, Y Zhang, G Xia
ISMIR 2022, 2022
42022
Arrange, Inpaint, and Refine: Steerable Long-term Music Audio Generation and Editing via Content-based Controls
L Lin, G Xia, Y Zhang, J Jiang
IJCAI 2024 - AI, Arts & Creativity Track, 2024
22024
Vis2mus: Exploring multimodal representation mapping for controllable music generation
R Zhang, Y Zhang, K Shao, Y Shan, G Xia
arXiv preprint arXiv:2211.05543, 2022
22022
Representation learning for controllable music generation: A survey
Y Zhang
22020
Symbolic Melody Phrase Segmentation Using Neural Network with Conditional Random Field
Y Zhang, G Xia
Proceedings of the 8th Conference on Sound and Music Technology, 55-65, 2020
12020
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
Y Zhang, Y Ikemiya, G Xia, N Murata, M Martínez, WH Liao, Y Mitsufuji, ...
IJCAI 2024 - AI, Arts & Creativity Track, 2024
2024
AI (r) evolution--where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
G Bindi, N Demerlé, R Diaz, D Genova, A Golvet, B Hayes, J Huang, L Liu, ...
arXiv preprint arXiv:2310.18320, 2023
2023
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