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Paper · arXiv

Flexible and Interpretable Accent Distance Measurements

Determining the differences between two speakers' accents is a fundamental task in linguistics and speech technology research. The methodology used to measure these differences depends on the specific research area. A phonetics researcher may demonstrate accent variation by comparing vowel formants in paired recordings of individual words. These results will be interpretable, but the recordings will be time-consuming to collect and may not be representative of connected speech. Accented Text-to-Speech (TTS) research has pushed towards using accent embeddings derived from accent classification tasks. These embeddings can be produced from any speech recording, but are not readily interpreta...

AuthorsCharles McGhee, Mark J. F. Gales, Kate M. Knill
Primary categorycs.AI
Published10 September 2026
Last updated at source10 September 2026
cs.AI
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