Full_Consent_Data_882_Participants.xlsx

This Excel sheet contains anonymized data of 882 participants who took part in the research on <i>"The Role of NLP and Speech Recognition in Oral English Instruction. </i>All participants provided informed consent for their data to be used for academic research. No personally identifiable information such as names or email addresses is included. The dataset includes demographic information (age group, gender, native language, accent type), speech recording statistics, and participant feedback scores. The data was collected through a Google Form and used solely for model training and performance evaluation in the study.