Ke Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Chord Progressions

Music Retrieval

Top Venues

Publications

Ke Chen, Yusong Wu, Haohe Liu, Marianna Nezhurina, Taylor Berg-Kirkpatrick, Shlomo Dubnov
MusicLDM: Enhancing Novelty in text-to-music Generation Using Beat-Synchronous mixup Strategies. ICASSP (2024)
Keren Shao, Ke Chen, Shlomo Dubnov
Music Enhancement with Deep Filters: A Technical Report for The ICASSP 2024 Cadenza Challenge. CoRR (2024)
Haohe Liu, Ke Chen, Qiao Tian, Wenwu Wang, Mark D. Plumbley
Audiosr: Versatile Audio Super-Resolution at Scale. ICASSP (2024)
Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. CoRR (2023)
Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian J. McAuley, Taylor Berg-Kirkpatrick
Multitrack Music Transformer. ICASSP (2023)
Qiuqiang Kong, Ke Chen, Haohe Liu, Xingjian Du, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Mark D. Plumbley
Universal Source Separation with Weakly Labelled Data. CoRR (2023)
Huidong Liang, Xingjian Du, Bilei Zhu, Zejun Ma, Ke Chen, Junbin Gao
Graph contrastive learning with implicit augmentations. Neural Networks 163 (2023)
Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Large-Scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation. ICASSP (2023)
Keren Shao, Ke Chen, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction. CoRR (2023)
Haohe Liu, Ke Chen, Qiao Tian, Wenwu Wang, Mark D. Plumbley
AudioSR: Versatile Audio Super-resolution at Scale. CoRR (2023)
Ke Chen, Yusong Wu, Haohe Liu, Marianna Nezhurina, Taylor Berg-Kirkpatrick, Shlomo Dubnov
MusicLDM: Enhancing Novelty in Text-to-Music Generation Using Beat-Synchronous Mixup Strategies. CoRR (2023)
Keren Shao, Ke Chen, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction. ISMIR (2023)
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection. ICASSP (2022)
Ke Chen, Hao-Wen Dong, Yi Luo, Julian J. McAuley, Taylor Berg-Kirkpatrick, Miller S. Puckette, Shlomo Dubnov
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments. CoRR (2022)
Yusong Wu, Ke Chen, Tianyu Zhang, Yuchen Hui, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation. CoRR (2022)
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data. AAAI (2022)
Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian J. McAuley, Taylor Berg-Kirkpatrick
Multitrack Music Transformer: Learning Long-Term Dependencies in Music with Diverse Instruments. CoRR (2022)
Huidong Liang, Xingjian Du, Bilei Zhu, Zejun Ma, Ke Chen, Junbin Gao
Graph Contrastive Learning with Implicit Augmentations. CoRR (2022)
Ke Chen, Hao-Wen Dong, Yi Luo, Julian J. McAuley, Taylor Berg-Kirkpatrick, Miller S. Puckette, Shlomo Dubnov
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments. ISMIR (2022)
Ke Chen, Shuai Yu, Cheng-i Wang, Wei Li, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Tonet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music. ICASSP (2022)
Xingjian Du, Huidong Liang, Yuan Wan, Yuheng Lin, Ke Chen, Bilei Zhu, Zejun Ma
Latent feature augmentation for chorus detection. ISMIR (2022)
Xingjian Du, Ke Chen, Zijie Wang, Bilei Zhu, Zejun Ma
Bytecover2: Towards Dimensionality Reduction of Latent Embedding for Efficient Cover Song Identification. ICASSP (2022)
Ke Chen, Shuai Yu, Cheng-i Wang, Wei Li, Taylor Berg-Kirkpatrick, Shlomo Dubnov
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music. CoRR (2022)
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection. CoRR (2022)
Ke Chen, Beici Liang, Xiaoshuan Ma, Minwei Gu
Learning Audio Embeddings with User Listening Data for Content-Based Music Recommendation. ICASSP (2021)
Ke Chen, Xingjian Du, Bilei Zhu, Zejun Ma, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data. CoRR (2021)
Ke Chen, Gus Xia, Shlomo Dubnov
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. CoRR (2020)
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm. ISMIR (2020)
Ke Chen, Gus Xia, Shlomo Dubnov
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions. ICSC (2020)
Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Xianbin Gu, Gus Xia
POP909: A Pop-song Dataset for Music Arrangement Generation. CoRR (2020)
Ziyu Wang, Ke Chen, Junyan Jiang, Yiyi Zhang, Maoran Xu, Shuqi Dai, Gus Xia
POP909: A Pop-Song Dataset for Music Arrangement Generation. ISMIR (2020)
Hao-Wen Dong, Ke Chen, Julian J. McAuley, Taylor Berg-Kirkpatrick
MusPy: A Toolkit for Symbolic Music Generation. ISMIR (2020)
Ke Chen, Beici Liang, Xiaoshuan Ma, Minwei Gu
Learning Audio Embeddings with User Listening Data for Content-based Music Recommendation. CoRR (2020)
Ke Chen, Cheng-i Wang, Taylor Berg-Kirkpatrick, Shlomo Dubnov
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm. CoRR (2020)
Hao-Wen Dong, Ke Chen, Julian J. McAuley, Taylor Berg-Kirkpatrick
MusPy: A Toolkit for Symbolic Music Generation. CoRR (2020)
Junyan Jiang, Ke Chen, Wei Li, Gus Xia
Large-vocabulary Chord Transcription Via Chord Structure Decomposition. ISMIR (2019)
Ke Chen, Weilin Zhang, Shlomo Dubnov, Gus Xia
The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. CoRR (2018)