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2023 Fiscal Year Research-status Report

Japanese Phonotactics and Non-Native Speech Perception

Research Project

Project/Area Number 20K13055
Research InstitutionNagoya University of Commerce & Business

Principal Investigator

Kilpatrick Alexander  名古屋商科大学, 国際学部, 准教授 (20846464)

Project Period (FY) 2020-04-01 – 2025-03-31
KeywordsPerception / Iconicity / Machine Learning / Artificial Intelligence / Native Listening / Information Theory / Informativity
Outline of Annual Research Achievements

Over recent years, our research endeavors have made remarkable strides, garnering recognition and accolades from esteemed publications and conferences within the academic community. Our work has been showcased in renowned journals such as PLOS One and Frontiers in Psychology, reflecting the depth and significance of our contributions to the field. Furthermore, the upcoming inclusion of our research in the LabPhon conference proceedings underscores its relevance and impact within the domain of phonology.

Our journey in research has resulted in the publication of five peer-reviewed articles, each delving into various aspects of our investigations and findings. These articles not only represent the culmination of our efforts but also serve as valuable contributions to the existing body of knowledge in our field. Moreover, they highlight the rigor and thoroughness with which we have approached our research objectives.

Beyond publications, our research has been disseminated through numerous presentations at prestigious conferences, both nationally and internationally. These presentations have provided us with invaluable opportunities to engage with fellow researchers, exchange ideas, and receive constructive feedback on our work. Additionally, they have enabled us to showcase the significance and relevance of our research findings to a broader audience.

Current Status of Research Progress
Current Status of Research Progress

1: Research has progressed more than it was originally planned.

Reason

The progress of my research project has been exceptionally fruitful, marked by rapid development and efficient utilization of allocated funds. Notably, multiple papers have been successfully published in impactful journals, while extensive participation in international conferences has facilitated widespread dissemination of findings. Despite potential unforeseen events, the project's trajectory remains robust, affirming its significant contributions to the field.

Strategy for Future Research Activity

My forthcoming research endeavors will delve into the intersection of information theory and psycholinguistic processes, particularly focusing on the influence of information theory principles on aspects of listening comprehension and spoken language production.

Causes of Carryover

Due to the unprecedented impact of the coronavirus pandemic, the progress of this research was significantly delayed because experiments needed face-to-face interactions. To complement the utilization of remaining funds, the research team plans to allocate resources towards enhancing data collection and analysis methodologies. Furthermore, a portion of the remaining funds will be earmarked for knowledge dissemination initiatives beyond traditional academic channels. This includes the development of educational materials and resources aimed at raising public awareness about the importance of phonological research and its implications for language understanding and education. Additionally, outreach activities such as workshops, seminars, and online webinars will be organized to engage with educators, policymakers, and language enthusiasts, fostering a broader understanding and appreciation of phonetics and phonology in society. By strategically allocating the remaining funds towards these initiatives, the research project aims to maximize its impact and reach, fostering both academic advancement and societal benefit.

  • Research Products

    (6 results)

All 2024 2023

All Journal Article (2 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 2 results,  Open Access: 2 results) Presentation (3 results) (of which Int'l Joint Research: 3 results) Funded Workshop (1 results)

  • [Journal Article] Sound symbolism in Japanese names: Machine learning approaches to gender classification2024

    • Author(s)
      Chun Hau Ngai ,Alexander J. Kilpatrick,Aleksandra Cwiek
    • Journal Title

      Plos One

      Volume: Second Author Pages: NA

    • DOI

      10.1371/journal.pone.0297440

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Using artificial intelligence to explore sound symbolic expressions of gender in American English2024

    • Author(s)
      Alexander Kilpatrick, Aleksandra Cwiek
    • Journal Title

      Peer J Computer Science

      Volume: First Author Pages: NA

    • DOI

      10.7717/peerj-cs.1811

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Training Artificial Intelligence to Assess ESL Writing Using Complexity Measures2023

    • Author(s)
      Alexander Kilpatrick
    • Organizer
      The Japanese Society for Language Sciences
    • Int'l Joint Research
  • [Presentation] Sound Symbolism in Automatic Emotion Recognition and Sentiment Analysis2023

    • Author(s)
      Alexander Kilpatrick
    • Organizer
      Cognitive A.I.
    • Int'l Joint Research
  • [Presentation] Deriving gender from phonemes: Evidence from Mandarin names using the Random Forest2023

    • Author(s)
      Alexander Kilpatrick
    • Organizer
      DGfS2023
    • Int'l Joint Research
  • [Funded Workshop] Decision tree-based machine learning algorithms2023

URL: 

Published: 2024-12-25  

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