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README.md

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-license: cc-by-4.0
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+---
+license: cc-by-4.0
+tags:
+- Dataset
+- Fillers
+- Conversation-Analysis
+---
+This dataset documents filler word usage among non‑native English‑speaking university students in Hong Kong during career‑oriented interviews. 
+It consists of one hour of audio recordings, transcriptions, and lexical‑level annotations highlighting sound, conversational, transitional, and emphasis fillers.
+Data were collected through stratified sampling across diverse academic levels, processed with noise reduction, and annotated using a dual AI‑assisted and manual verification approach. 
+Stored in WAV/MP3 and CSV formats, the dataset supports both linguistic and computational analysis. 
+Its reuse potential spans discourse studies, NLP benchmarking, and pedagogical applications, offering a valuable resource for examining disfluency in professional communication.