Japanese Phonotactics and Non-Native Speech Perception

日语语音学和非母语语音感知

• 批准号: 20K13055
• 负责人: Kilpatrick Alexander
• 金额: $ 2万
• 依托单位: Nagoya University of Commerce & Business
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Early-Career Scientists
• 财政年份: 2020
• 资助国家: 日本
• 起止时间: 2020-04-01 至 2024-03-31
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/en/grant/KAKENHI-PROJECT-20K13055/
• 关键词: Iconicity; Predictablity; Machine Learning; English; Japanese; Korean; Chinese; French; German; Speech Perception; Predictability; Transitional Probability; Phonotactics

In the last twelve months, two major publications have been published and two confrences have been attended to present the findings of my research. The two studies examined predictability in the names of fictional characters. Fictional characters were used because I was unable to safely run my more traditional experiments during the Corona pandemic. The two studies were published in very high ranking journals: Plos One and Frontiers in Psychology. Both studies show that there are clear effects of sound symbolism in fictional character names. At the conferences I presented my research, I was able to discuss my research with experts and gain valuable advice.

在过去的12个月里，我出版了两本主要的出版物，参加了两次会议，展示了我的研究成果。这两项研究考察了虚构人物名字的可预测性。之所以使用虚构人物，是因为在冠状病毒大流行期间，我无法安全地进行更传统的实验。这两项研究发表在非常高的期刊上：《公共科学图书馆·综合》和《心理学前沿》。两项研究都表明，声音象征主义对虚构人物的名字有明显的影响。在我展示我的研究的会议上，我能够与专家讨论我的研究并获得宝贵的建议。

项目成果

Machine Learning and Pokemon Evolution

机器学习和口袋妖怪进化

Using Random Forests to Identify Sound Symbolic Relationships in Pokémon Names

使用随机森林来识别科学中的声音符号关系

• 发表时间: 2022
• 作者: Sakamoto;Yuta;杉浦克哉;大江元貴;三宅俊浩;平塚雄亮;Alexander Kilpatrick
• 通讯作者: Alexander Kilpatrick

Deriving gender from phonemes: Evidence from Mandarin names using the Random Forest algorithm

从音素推导出性别：使用随机森林算法从普通话名字中得到的证据

• 发表时间: 2023
• 作者: Sakamoto;Yuta;三宅俊浩;大江元貴;Alexander Kilpatrick
• 通讯作者: Alexander Kilpatrick

Using Random Forests to Identify Sound Symbolic Relationships in Pokemon Names

使用随机森林识别口袋妖怪名称中的声音符号关系

• 发表时间: 2022
• 作者: Yagi Yusuke;Yuta Tatsumi;and Yuta Sakamoto;中野直樹;大江元貴;杉浦克哉;平塚雄亮;Alexander Kilpatrick
• 通讯作者: Alexander Kilpatrick