Publications

  1. Ching-Yu Chiu, Johannes Zeitler, Vlora Arifi-Müller, and Meinard Müller
    Downbeat Tracking for Western Classical Music Recordings: A Case Study for Beethoven Piano Sonatas
    In Proceedings of the Deutsche Jahrestagung für Akustik (DAGA): 1–4, 2024.
    @inproceedings{ChiuZAM24_DownbeatBeethoven_DAGA,
    author    = {Ching{-}Yu Chiu and Johannes Zeitler and Vlora Arifi-M{\"u}ller and Meinard M{\"u}ller},
    title     = {Downbeat Tracking for {W}estern Classical Music Recordings: {A} Case Study for {B}eethoven Piano Sonatas},
    booktitle = {Proceedings of the {D}eutsche {J}ahrestagung f{\"u}r {A}kustik ({DAGA})},
    address   = {Hannover, Germany},
    year      = {2024},
    pages     = {1--4},
    }
  2. Peter Meier, Ching-Yu Chiu, and Meinard Müller
    A Real-Time Beat Tracking System with Zero Latency and Enhanced Controllability
    Transactions of the International Society for Music Information Retrieval (TISMIR), 7(1): 213–227, 2024. Demo DOI
    @article{MeierCM24_RealTimePLP_TISMIR,
    author   = {Peter Meier and Ching{-}Yu Chiu and Meinard M{\"u}ller},
    title    = {{A} Real-Time Beat Tracking System with Zero Latency and Enhanced Controllability},
    journal  = {Transactions of the International Society for Music Information Retrieval ({TISMIR})},
    year     = {2024},
    volume   = {7},
    number   = {1},
    pages    = {213--227},
    doi      = {10.5334/tismir.189},
    url-demo = {https://audiolabs-erlangen.de/resources/MIR/2024-TISMIR-RealTimePLP}
    }
  3. Meinard Müller and Ching-Yu Chiu
    A Basic Tutorial on Novelty and Activation Functions for Music Signal Processing
    Transaction of the International Society for Music Information Retrieval (TISMIR), 7(1): 179–194, 2024. PDF Demo DOI
    @article{MuellerC24_TutorialNovelty_TISMIR,
    author = {Meinard M{\"u}ller and Ching{-}Yu Chiu},
    title = {A Basic Tutorial on Novelty and Activation Functions for Music Signal Processing},
    journal = {Transaction of the International Society for Music Information Retrieval ({TISMIR})},
    volume = {7},
    number = {1},
    pages = {179--194},
    year = {2024},
    doi = {10.5334/tismir.202},
    url-pdf   = {2024_Mueller_TutorialNovelty_TISMIR_ePrint.pdf},
    url-demo = {https://github.com/groupmm/edu_novfct}
    }
  4. Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, and Yi-Hsuan Yang
    Local Periodicity-Based Beat Tracking for Expressive Classical Piano Music
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 31: 2824–2835, 2023. Demo DOI
    @article{ChiuMDSY23,
    author       = {Ching{-}Yu Chiu and Meinard M{\"{u}}ller and Matthew E. P. Davies and Alvin Wen-Yu Su and Yi-Hsuan Yang},
    title        = {Local Periodicity-Based Beat Tracking for Expressive Classical Piano
    Music},
    journal      = {{IEEE/ACM} Transactions on Audio, Speech, and Language Processing},
    volume       = {31},
    pages        = {2824--2835},
    year         = {2023},
    url-demo = {https://github.com/SunnyCYC/plpdp4beat},
    doi={10.1109/TASLP.2023.3297956},
    }
  5. Ching-Yu Chiu and Meinard Müller
    What can go wrong when conducting beat tracking experiments
    In Demos and Late Breaking News of the International Society for Music Information Retrieval Conference (ISMIR), 2023. Demo
    @inproceedings{ChiuM_BeatErrors_ISMIR-LBD,
    author    = {Ching{-}Yu Chiu and Meinard M{\"u}ller},
    title     = {What can go wrong when conducting beat tracking experiments},
    booktitle = {Demos and Late Breaking News of the International Society for Music Information Retrieval Conference ({ISMIR})},
    address   = {Online},
    year      = {2023},
    url-demo = {https://github.com/SunnyCYC/b-tracking-issues-lbd},
    }
  6. Ching-Yu Chiu, Meinard Müller, Matthew E. P. Davies, Alvin Wen-Yu Su, and Yi-Hsuan Yang
    An Analysis Method for Metric-Level Switching in Beat Tracking
    IEEE Signal Processing Letters, 29: 2153–2157, 2022. Demo DOI
    @article{ChiuMDSY22,
    author       = {Ching{-}Yu Chiu and Meinard M{\"{u}}ller and Matthew E. P. Davies and Alvin Wen{-}Yu Su and Yi{-}Hsuan Yang},
    title        = {An Analysis Method for Metric-Level Switching in Beat Tracking},
    journal      = {{IEEE} Signal Processing Letters},
    volume       = {29},
    pages        = {2153--2157},
    year         = {2022},
    url          = {https://doi.org/10.1109/LSP.2022.3215106},
    url-demo = {https://github.com/SunnyCYC/acr4mls},
    doi={10.1109/LSP.2022.3215106},
    }
  7. Yueh-Kao Wu, Ching-Yu Chiu, and Yi-Hsuan Yang
    Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment Generation via Transformer VQ-VAE
    In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR): 193–200, 2022. Demo
    @inproceedings{WuCY22,
    author       = {Yueh{-}Kao Wu and Ching{-}Yu Chiu and Yi{-}Hsuan Yang},
    title        = {Jukedrummer: Conditional Beat-aware Audio-domain Drum Accompaniment
    Generation via Transformer {VQ-VAE}},
    booktitle    = {Proceedings of the International Society for Music Information Retrieval Conference ({ISMIR})},
    pages        = {193--200},
    year         = {2022},
    url          = {https://archives.ismir.net/ismir2022/paper/000022.pdf},
    url-demo = {https://legoodmanner.github.io/jukedrummer-demo/},
    }
  8. Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, and Alvin Wen-Yu Su and
    Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking
    In Proceedings of the European Signal Processing Conference (EUSIPCO): 391–395, 2021. Demo DOI
    @inproceedings{DBLP:conf/eusipco/ChiuCHCSY21,
    author       = {Ching{-}Yu Chiu and Joann Ching and Wen{-}Yi Hsiao and Yu{-}Hua Chen and Alvin Wen{-}Yu Su and
    Yi{-}Hsuan Yang},
    title        = {Source Separation-based Data Augmentation for Improved Joint Beat
    and Downbeat Tracking},
    booktitle    = {Proceedings of the European Signal Processing Conference ({EUSIPCO})},
    pages        = {391--395},
    year         = {2021},
    url          = {https://doi.org/10.23919/EUSIPCO54536.2021.9616022},
    doi          = {10.23919/EUSIPCO54536.2021.9616022},
    url-demo = {https://github.com/SunnyCYC/aug4beat},
    }
  9. Ching-Yu Chiu, Alvin Wen-Yu Su, and Yi-Hsuan Yang
    Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking
    IEEE Signal Processing Letters, 28: 1100–1104, 2021. Demo DOI
    @article{ChiuSY21,
    author       = {Ching{-}Yu Chiu and Alvin Wen{-}Yu Su and Yi{-}Hsuan Yang},
    title        = {Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and
    Downbeat Tracking},
    journal      = {{IEEE} Signal Processing Letters},
    volume       = {28},
    pages        = {1100--1104},
    year         = {2021},
    url          = {https://doi.org/10.1109/LSP.2021.3084504},
    doi          = {10.1109/LSP.2021.3084504},
    url-demo = {https://github.com/SunnyCYC/drum-aware4beat},
    }
  10. Ching-Yu Chiu, Wen-Yi Hsiao, Yin-Cheng Yeh, Yi-Hsuan Yang, and Alvin Wen-Yu Su
    Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation
    In Proceedings of the International Workshop on Multimedia Signal Processing: 1–6, 2020. Demo DOI
    @inproceedings{ChiuHYYS20,
    author       = {Ching{-}Yu Chiu and Wen{-}Yi Hsiao and Yin{-}Cheng Yeh and Yi{-}Hsuan Yang and Alvin Wen{-}Yu Su},
    title        = {Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano
    Source Separation},
    booktitle    = {Proceedings of the International Workshop on Multimedia Signal Processing},
    pages        = {1--6},
    year         = {2020},
    url          = {https://doi.org/10.1109/MMSP48831.2020.9287146},
    doi          = {10.1109/MMSP48831.2020.9287146},
    url-demo = {https://github.com/SunnyCYC/aug4mss},
    }
  11. Chin-Teng Lin, Ching-Yu Chiu, Avinash Kumar Singh, Jung-Tai King, Li-Wei Ko, Yun-Chen Lu, and Yu-Kai Wang
    A Wireless Multifunctional SSVEP-Based Brain-Computer Interface Assistive System
    IEEE Transactions on Cognitive and Developmental Systems, 11(3): 375–383, 2019. DOI
    @article{LinCSKKLW19,
    author       = {Chin{-}Teng Lin and Ching{-}Yu Chiu and Avinash Kumar Singh and Jung{-}Tai King and Li{-}Wei Ko and Yun{-}Chen Lu and Yu{-}Kai Wang},
    title        = {A Wireless Multifunctional SSVEP-Based Brain-Computer Interface Assistive
    System},
    journal      = {{IEEE} Transactions on Cognitive and Developmental Systems},
    volume       = {11},
    number       = {3},
    pages        = {375--383},
    year         = {2019},
    url          = {https://doi.org/10.1109/TCDS.2018.2820153},
    doi          = {10.1109/TCDS.2018.2820153},
    }
  12. Ching-Yu Chiu, Avinash Kumar Singh, Yu-Kai Wang, Jung-Tai King, and Chin-Teng Lin
    A wireless steady state visually evoked potential-based BCI eating assistive system
    In Proceedings of the International Joint Conference on Neural Networks (IJCNN): 3003–3007, 2017. DOI
    @inproceedings{ChiuSWKL17,
    author       = {Ching{-}Yu Chiu and Avinash Kumar Singh and Yu{-}Kai Wang and Jung{-}Tai King and Chin{-}Teng Lin},
    title        = {A wireless steady state visually evoked potential-based {BCI} eating
    assistive system},
    booktitle    = {Proceedings of the International Joint Conference on Neural Networks ({IJCNN})},
    pages        = {3003--3007},
    publisher    = {{IEEE}},
    year         = {2017},
    url          = {https://doi.org/10.1109/IJCNN.2017.7966228},
    doi          = {10.1109/IJCNN.2017.7966228},
    }
  13. Ching-Yu Chiu, Chih-Yu Chen, Yang-Yin Lin, Shi-An Chen, and Chin-Teng Lin
    Using a Novel LDA-Ensemble Framework to Classification of Motor Imagery Tasks for Brain-Computer Interface Applications
    In Proceedings of the International Computer Symposium (ICS): 150–156, 2014. DOI
    @inproceedings{ChiuCLCL14,
    author       = {Ching{-}Yu Chiu and Chih{-}Yu Chen and Yang{-}Yin Lin and Shi{-}An Chen and Chin{-}Teng Lin},
    title        = {Using a Novel LDA-Ensemble Framework to Classification of Motor Imagery
    Tasks for Brain-Computer Interface Applications},
    booktitle    = {Proceedings of the International Computer Symposium {(ICS)} },
    volume       = {274},
    pages        = {150--156},
    publisher    = {{IOS} Press},
    year         = {2014},
    url          = {https://doi.org/10.3233/978-1-61499-484-8-150},
    doi          = {10.3233/978-1-61499-484-8-150},
    }
All publications as Bibtex