The YouTube corpus of Singapore English podcasts

Abstract Recent advances in streaming protocols and automatic speech recognition (ASR) have enabled large-scale spoken language corpora, yet research on Singapore English remains constrained by small or text-based datasets. The YouTube Corpus of Singapore English Podcasts (YCSEP) addresses this gap with 620 hours of transcribed, diarized speech from over 1,300 podcast episodes by Singapore-based content creators. YCSEP supports the empirical analysis of phonetics, morphosyntax, and discourse, enabling the study of low-frequency features like discourse particles and reduplication. The dataset reflects informal, spontaneous speech from diverse speakers and facilitates investigation into nativization and endonormative stabilization processes in postcolonial English. Built using a pipeline of yt-dlp, WhisperX, and Pyannote, YCSEP offers robust empirical grounding for linguistic features such as verb complementation and modality. It also contributes to broader theoretical discussions on areal norms and construction grammar in World Englishes.

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Publication Details

Journal
English World-Wide A Journal of Varieties of English
Published
2025-09-09
DOI
https://doi.org/10.1075/eww.25018.coa
Primary Topic
Linguistic Variation and Morphology
Type
article
Field-Weighted Citation Impact
0.00

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article

The YouTube corpus of Singapore English podcasts

Robert Fuchs, Steven Coats, Carmelo Alessandro Basile, Cameron Morin
English World-Wide A Journal of Varieties of English
Linguistic Variation and Morphology
article

The YouTube corpus of Singapore English podcasts

Robert Fuchs, Steven Coats, Carmelo Alessandro Basile, Cameron Morin
article en

Abstract

Abstract Recent advances in streaming protocols and automatic speech recognition (ASR) have enabled large-scale spoken language corpora, yet research on Singapore English remains constrained by small or text-based datasets. The YouTube Corpus of Singapore English Podcasts (YCSEP) addresses this gap with 620 hours of transcribed, diarized speech from over 1,300 podcast episodes by Singapore-based content creators. YCSEP supports the empirical analysis of phonetics, morphosyntax, and discourse, enabling the study of low-frequency features like discourse particles and reduplication. The dataset reflects informal, spontaneous speech from diverse speakers and facilitates investigation into nativization and endonormative stabilization processes in postcolonial English. Built using a pipeline of yt-dlp, WhisperX, and Pyannote, YCSEP offers robust empirical grounding for linguistic features such as verb complementation and modality. It also contributes to broader theoretical discussions on areal norms and construction grammar in World Englishes.

English World-Wide A Journal of Varieties of EnglishVol. 46(3)
University of Bonn (DE), Université Sorbonne Nouvelle (FR), Université Paris Cité (FR), Sorbonne Paris Cité (FR), University of Duisburg-Essen (DE), University of Oulu (FI)
European Commission
Openalex Percentile: Top 73%
Linguistic Variation and Morphology
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