Psycholinguistic resources and tools [Updated: 2025-08-15]

Acknowledgements Please cite these works properly when using them

Chinese

• Chinese lexical database

  Word frequency

• Chipola: A Chinese Podcast Lexical Database for capturing spoken language nuances and predicting behavioral data

  based on podcasts

• SUBTLEX-CH

  based on subtitles

Phonology-related

• Chinese-to-Pinyin Converter: https://www.purpleculture.net/chinese-pinyin-converter/#google_vignette

• mandarin-to-IPA: https://www.internationalphoneticalphabet.org/mandarin-to-ipa-translator/

Semantic-related

• Psycholinguistic norm for Color in Mandarin Chinese

Others

• Singapore Chinese Exam refering dictionaries: https://file.go.gov.sg/seab-approveddictionaries.pdf

English

• Some cool gatherings: Morphemes and Meaning Lab openlexicon

British English

• Under construction

  Singapore English

• Auditory English Lexicon Project: https://inetapps.nus.edu.sg/aelp/submit

  participants are Singaporean Students, and providing the linguistic properties and audios (with different accents) for over 10k+ English words and nonwords.

American English

• Under conbstruction

social linguistic related

• Winning Arguments (ChangeMyView) Corpus: https://convokit.cornell.edu/documentation/winning.html

French

French word ratings

• FAN: french affective norm: https://link.springer.com/article/10.3758/s13428-013-0431-1

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NLP learning resources

• Speech and Language Processing: https://web.stanford.edu/~jurafsky/slp3/