Article

Human and LLM accent rating of English-L2 speech by Brazilian speakers

2025-12-14

Abstract excerpt

<p>This study examines whether Large Language Models (LLMs), specifically the free (Flash) and paid (Pro) versions of Google Gemini, can approximate human judgments of English-L2 accentedness produced by Brazilian speakers. Using telephone recordings from a subcorpus of the CSLU: 22 Languages Corpus, accent ratings from three native human judges were compared with AI-generated ratings on a four-point scale. Cumula...

Topics

Open a Topic to create a Post that cites this publication.

Uncategorized literature

Identifiers and source

Literature Corpus work: dfba4d07-6f06-5866-b582-25caaba9c991
DOI: 10.31234/osf.io/q9cj6_v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Human and LLM accent rating of English-L2 speech by Brazilian speakersDOI 10.31234/osf.io/q9cj6_v1Read

Calibrating Gemini to Human Raters in Spoken Language Assessment for EFL Learners in AsiaSemantic proximity Read

Whisper automatic speech recognition and humans are similarly sensitive to accents, but use sentence context differentlySemantic proximity Read

Contrasting Linguistic Patterns in Human and LLM-Generated News TextSemantic proximity Read

Aligned but Biased: Comparing Human and Large Language Model Intergroup BiasSemantic proximity Read

Finding the Human Voice in AI: Insights on the Perception of AI-Voice Clones from Naturalness and Similarity RatingsSemantic proximity Read

Large Language Model–Generated Tutoring Responses Receive Higher Ratings but Are Penalized by Source-Based Evaluation BiasSemantic proximity Read

Large Language Model–Generated Tutoring Responses Receive Higher Ratings but Are Penalized by Source-Based Evaluation BiasSemantic proximity Read

Validity of Large Language Models for Sentiment Analysis: Evidence of performance comparable to human codersSemantic proximity Read

Personality Traits in Large Language ModelsSemantic proximity Read

Voice-Cloning Artificial-Intelligence Speakers Can Also Mimic Human-Specific Vocal ExpressionSemantic proximity Read

chatRater: Validating LLM-Generated Psycholinguistic Norms with Probability-Weighted ScoringSemantic proximity Read

Benchmarking Speech Recognition Models for Medical Consultations in Latin American Spanish: A Comparative Evaluation with Fine-TuningSemantic proximity Read