Published July 18, 2023 | Version v1
Dataset Restricted

The Indonesian Young-Adult Attachment (IYAA) Dataset: A Multimodal Behavioral Young-Adult Attachment Assessment

Authors/Creators

  • 1. Universitas Indonesia

Description

IYAA is an Indonesian language-based facial expression and speech for attachment style classification dataset. IYAA consists of Indonesian young-adult audio-video data from diverse age groups between 18-29 years old, with 20 male and 67 female subjects. The data was developed during the COVID-19 pandemic in an online setting by using the Zoom video conference application. Each subject participated in a projective-based attachment assessment which consists of two stages: exposure and response of 14 attachment-based stimuli. The data obtained for each subject includes 14 exposure videos, 14 response videos, and 14 speech response audios. However, two subjects' data are incomplete due to technical issues during data collection. The first subject loses an exposure video, and the second one loses data for a stimulus (an exposure video, a response video, and a speech response audio). So, in total, there are 3650 files, including 1216 exposure videos, 1217 response videos, and 1217 speech response audios. Each data has a varying duration; for exposure video, the minimum duration is 30 seconds, while for response video and speech response audio, the minimum duration is 40 seconds. The data is annotated into two kinds of annotation: attachment and emotion. First, each subject is annotated into one label among three classes of attachment style: secure, insecure anxious, insecure avoidance. Second, each stimulus's data (exposure videos, response videos, and speech response audios) are annotated into one or more labels among eight basic emotions: neutral, happy, sad, contempt, anger, disgust, surprise, and fear. Subject's responses on ECR-RS self-report questionnaire are also extracted to support holistic adult attachment assessment regarding non-verbal behaviors and subjective responses. The IYAA dataset supports multidisciplinary research, specifically on attachment, in Psychology (Behavioral, Social, and Developmental Psychology) and Computer Science (Social Signal Processing).

Notes

The IYAA dataset collection was financially supported by the research grant of Pendidikan Magister Menuju Doktor untuk Sarjana Unggul (PMDSU) from Ministry of Education, Culture, Research, and Technology, Indonesia.

Files

Restricted

The record is publicly accessible, but files are restricted. Log in to check if you have access.

Request access

If you would like to request access to these files, please fill out the form below.

You need to satisfy these conditions in order for this request to be accepted:

Before sending a request, please read the rest of the instruction carefully. Failure to follow the instructions may result in a delay in reviewing or rejection of your access request. The following are the criteria that need to be met to gain dataset access:

  1. You should fill in the access request form provided by Zenodo, by entering your full name, email address, and justification for requesting the dataset.
  2. You should send an email to IYAA Dataset Development Team (iyaadata.devteam@gmail.com) by specifying: 
    • Full name;
    • Email;
    • Affiliation; 
    • Brief but specific description of the research project and how one intends to use the data;
    • Url link to your research project if it is available.

We will evaluate and decide whether to grant access based on the two request forms you submit. If your access request meets the criteria, you will get two emails, 1) an automated email from Zenodo notifying you that your access request is approved with a private link attached, along with an expiration date, 2) an email from the IYAA Dataset Development Team contains a Data Use Agreement (DUA) that you need to sign. Please be aware that we only approve the dataset access for academic research purposes!

You are currently not logged in. Do you have an account? Log in here