publications

2023

  1. Under Review
    Is the Glass Half-Empty or Half-Full? A Mixture-of-Tasks Perspective on Missing Modality
    Daniel Yang, Tiantian Feng, Yoonsoo Nam, and 2 more authors
    In Under Review, 2023
  2. ACII
    Context Unlocks Emotions: Text-based Emotion Classification Dataset Auditing with Large Language Models
    Daniel Yang, Aditya Kommineni, Mohammad Alshehri, and 4 more authors
    In Affective Computing and Intelligent Interaction (ACII), 2023

2022

  1. TALSP
    A Study of Parallelizable Alternatives to Dynamic Time Warping for Aligning Long Sequences
    Daniel Yang, Kevin Ji, and TJ Tsai
    IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2022
  2. Algorithms
    Large-Scale Multimodal Piano Music Identification Using Marketplace Fingerprinting
    Daniel Yang, Arya Goutam, Kevin Ji, and 1 more author
    Algorithms, 2022

2021

  1. ISMIR
    Composer Classification with Cross-Modal Transfer Learning and Musically Informed Augmentation
    Daniel Yang, and T. J. Tsai
    In Proceedings of the International Society for Music Information Retrieval (ISMIR), Candidate for best student paper, 2021
  2. ISMIR
    Aligning Unsynchronized Part Recordings to a Full Mix Using Iterative Subtractive Alignment
    Daniel Yang, Kevin Ji, and T. J. Tsai
    In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2021
  3. ISMIR
    Piano Sheet Music Identification Using Marketplace Fingerprinting
    Kevin Ji, Daniel Yang, and T. J. Tsai
    In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2021
  4. ICASSP
    Instrument Classification of Solo Sheet Music Images
    Kevin Ji, Daniel Yang, and T. J. Tsai
    In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
  5. TISMIR
    Piano Sheet Music Identification Using Dynamic N-gram Fingerprinting
    Daniel Yang, and T. J. Tsai
    Transactions of the International Society for Music Information Retrieval (TISMIR), 2021

2020

  1. ISMIR
    Camera-Based Piano Sheet Music Identification
    Daniel Yang, and T. J. Tsai
    In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2020
  2. IEEE TMM
    Using Cell Phone Pictures of Sheet Music To Retrieve MIDI Passages
    T. J. Tsai, Daniel Yang, Mengyi Shan, and 2 more authors
    IEEE Transactions on Multimedia, 2020

2019

  1. ISMIR
    MIDI Passage Retrieval Using Cell Phone Pictures of Sheet Music
    Daniel Yang, Thitaree Tanprasert, Teerapat Jenrungrot, and 2 more authors
    In Proceedings of the International Society for Music Information Retrieval (ISMIR), 2019