2025

1. 

   Physics-Informed Machine Learning For Sound Field Estimation: Fundamentals, state of the art, and challenges

   Shoichi Koyama, Juliano G. C. Ribeiro, Tomohiko Nakamura, Natsuki Ueno, and Mirco Pezzoli

   IEEE Signal Processing Magazine, 2025

   arXiv Bib HTML Code

   @article{Koyama:IEEE_M_SP2025,
     author = {Koyama, Shoichi and Ribeiro, Juliano G. C. and Nakamura, Tomohiko and Ueno, Natsuki and Pezzoli, Mirco},
     title = {Physics-Informed Machine Learning For Sound Field Estimation: Fundamentals, state of the art, and challenges},
     journal = {{IEEE} Signal Processing Magazine},
     volume = {41},
     number = {6},
     pages = {60-71},
     year = {2025},
     doi = {10.1109/MSP.2024.3465896},
   }

2024

1. IEEE/ACM TASLP

   Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment

   Juliano G. C. Ribeiro, Shoichi Koyama, Ryosuke Horiuchi, and Hiroshi Saruwatari

   IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024

   Bib HTML PDF Code

   @article{Ribeiro:IEEE_ACM_J_ASLP2024,
     author = {Ribeiro, Juliano G. C. and Koyama, Shoichi and Horiuchi, Ryosuke and Saruwatari, Hiroshi},
     title = {Sound Field Estimation Based on Physics-Constrained Kernel Interpolation Adapted to Environment},
     journal = {{IEEE/ACM} Transactions on Audio, Speech, and Language Processing},
     volume = {32},
     pages = {4369-4383},
     year = {2024},
     doi = {10.1109/TASLP.2024.3467951},
   }

2025

1. 

   Sound Field Estimation: Theories and Applications (Foundations and Trends® in Signal Processing)

   Natsuki Ueno, and Shoichi Koyama

   2025

   arXiv Bib HTML

   @book{Ueno:FnT_SP2025,
     author = {Ueno, Natsuki and Koyama, Shoichi},
     title = {Sound Field Estimation: Theories and Applications (Foundations and Trends® in Signal Processing)},
     volume = {19},
     number = {1},
     pages = {1-98},
     year = {2025},
     publisher = {Now Publishers},
     doi = {10.1561/2000000121},
     isbn = {1638285241},
   }