Aligned Hierarchies: A Multi-Scale Structure-Based Representation for Music-Based Data Streams. - Katherine M. Kinnaird (ISMIR, 2016)

Examining Musical Meaning in Similarity Thresholds. - Katherine M. Kinnaird (ISMIR, 2017)

Aligned Sub-Hierarchies: A Structure-based Approach to the Cover Song Task. - Katherine M. Kinnaird (ISMIR, 2018)

SE and SNL diagrams: Flexible data structures for MIR. - Melissa R. McGuirl; Katherine M. Kinnaird; Claire Savard; Erin H. Bugbee (ISMIR, 2018)

Data Usage in MIR: History & Future Recommendations. - Wenqin Chen; Jessica Keast; Jordan Moody; Corinne Moriarty; Felicia Villalobos; Virtue Winter; Xueqi Zhang; Xuanqi Lyu; Elizabeth Freeman; Jessie Wang 002; Sherry Cai; Katherine M. Kinnaird (ISMIR, 2019)

Improving Structure Evaluation Through Automatic Hierarchy Expansion. - Brian McFee; Katherine M. Kinnaird (ISMIR, 2019)

SuPP & MaPP: Adaptable Structure-Based Representations for MIR Tasks. - Claire Savard; Erin H. Bugbee; Melissa R. McGuirl; Katherine M. Kinnaird (ISMIR, 2020)

Teaching Computational Machine Learning (without Statistics). - Katherine M. Kinnaird (Teaching ML, 2020)

Integrating data science ethics into an undergraduate major. - Benjamin S. Baumer; Randi L. Garcia; Albert Y. Kim; Katherine M. Kinnaird; Miles Q. Ott (CoRR, 2020)

Teaching ML in 2021 - An Overview and Introduction. - Oliver Guhr; Katherine M. Kinnaird; Peter Steinbach (Teaching ML, 2021)

Interactive Learning of Signal Processing Through Music: Making Fourier Analysis Concrete for Students. - Meinard Müller; Brian McFee; Katherine M. Kinnaird (IEEE Signal Process. Mag., 2021)

Automatic Hierarchy Expansion for Improved Structure and Chord Evaluation. - Katherine M. Kinnaird; Brian McFee (Trans. Int. Soc. Music. Inf. Retr., 2021)

repytah: An Open-Source Python Package for Building Aligned Hierarchies for Sequential Data. - Chenhui Jia; Lizette Carpenter; Thu Tran; Amanda Y. Liu; Sasha Yeutseyeva; Marium Tapal; Yingke Wang; Zoie Kexin Zhao; Jordan Moody; Denise Nava; Eleanor Donaher; Lillian Yushu Jiang; et al. (J. Open Source Softw., 2023)

Generating Music with Structure Using Self-Similarity as Attention. - Sophia Hager; Kathleen Hablutzel; Katherine M. Kinnaird (CoRR, 2024)