| Large-scale contrastive language-audio pretraining with feature fusion and keyword-to-caption augmentation K Chen*, Y Wu*, T Zhang, Y Hui, T Berg-Kirkpatrick, S Dubnov ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 310 | 2023 |
| HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection K Chen, X Du, B Zhu, Z Ma, T Berg-Kirkpatrick, S Dubnov (ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022 | 239* | 2022 |
| Pop909: A pop-song dataset for music arrangement generation K Chen, Z Wang, J Jiang, Y Zhang, M Xu, S Dai, X Gu, G Xia (ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020 | 134* | 2020 |
| The effect of explicit structure encoding of deep neural networks for symbolic music generation K Chen, W Zhang, S Dubnov, G Xia, W Li (MMRP 2019) 2019 International Workshop on Multilayer Music Representation …, 2019 | 71 | 2019 |
| MusPy: A Toolkit for Symbolic Music Generation HW Dong, K Chen, J McAuley, T Berg-Kirkpatrick (ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020 | 69 | 2020 |
| Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm K Chen, C Wang, T Berg-Kirkpatrick, S Dubnov (ISMIR 2020) the 21st International Society for Music Information Retrieval …, 2020 | 61 | 2020 |
| Multitrack Music Transformer HW Dong, K Chen, S Dubnov, J McAuley, T Berg-Kirkpatrick (ICASSP 2023) IEEE International Conference on Acoustics, Speech and Signal …, 2023 | 44 | 2023 |
| Learning Audio Embeddings with User Listening Data for Content-based Music Recommendation K Chen, B Liang, X Ma, M Gu (ICASSP 2021) IEEE International Conference on Acoustics, Speech and Signal …, 2021 | 40 | 2021 |
| MusicLDM: Enhancing novelty in text-to-music generation using beat-synchronous mixup strategies K Chen, Y Wu, H Liu, M Nezhurina, T Berg-Kirkpatrick, S Dubnov (ICASSP 2024) IEEE International Conference on Acoustics, Speech and Signal …, 2024 | 39 | 2024 |
| Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data K Chen, X Du, B Zhu, Z Ma, T Berg-Kirkpatrick, S Dubnov (AAAI 2022) AAAI Conference on Artificial Intelligence Conference, 2022 | 30 | 2022 |
| Large vocabulary chord transcription via chord structure decomposition J Jiang, K Chen, W Li, G Xia (ISMIR 2019) the 20th International Society for Music Information Retrieval …, 2019 | 30 | 2019 |
| Bytecover2: Towards dimensionality reduction of latent embedding for efficient cover song identification X Du, K Chen, Z Wang, B Zhu, Z Ma (ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022 | 22 | 2022 |
| Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions K Chen, G Xia, S Dubnov (ICSC 2020) IEEE 14th International Conference on Semantic Computing, 2020 | 22 | 2020 |
| Graph contrastive learning with implicit augmentations H Liang, X Du, B Zhu, Z Ma, K Chen, J Gao Neural Networks 163, 156-164, 2023 | 18 | 2023 |
| TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music K Chen, S Yu, C Wang, W Li, T Berg-Kirkpatrick, S Dubnov (ICASSP 2022) IEEE International Conference on Acoustics, Speech and Signal …, 2022 | 15 | 2022 |
| The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation I Manco, B Weck, SH Doh, M Won, Y Zhang, D Bodganov, Y Wu, K Chen, ... NeurIPS 2023 (Audio Workshop), 2023 | 13 | 2023 |
| Universal source separation with weakly labelled data Q Kong, K Chen, H Liu, X Du, T Berg-Kirkpatrick, S Dubnov, MD Plumbley arXiv preprint arXiv:2305.07447, 2023 | 11 | 2023 |
| AudioSR: Versatile Audio Super-resolution at Scale H Liu, K Chen, Q Tian, W Wang, MD Plumbley (ICASSP 2024) IEEE International Conference on Acoustics, Speech and Signal …, 2024 | 10 | 2024 |
| Mirex 2018 submission: A structural chord representation for automatic large-vocabulary chord transcription J Jiang, K Chen, W Li, G Xia (ISMIR 2018) the 19th International Society for Music Information Retrieval …, 2018 | 9 | 2018 |
| Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT K Chen, G Wichern, FG Germain, JL Roux (ICASSP 2023) IEEE International Conference on Acoustics, Speech and Signal …, 2023 | 4 | 2023 |
Shlomo DubnovProfessor Music, Computer Science and Engineering, UCSDVerified email at ucsd.edu
