Accents in latent spaces: How AI hears accent strength in English
(boldvoice.com)
We work with accents a lot at BoldVoice, the AI-powered accent coaching app for non-native English speakers. Accents are subtle patterns in speech—vowel shape, timing, pitch, and more. Usually, you need a linguist to make sense of these qualities. However, our goal at BoldVoice is to get machines to understand accents, and machines don’t think like linguists. So, we ask: how does a machine learning model understand an accent, and specifically, how strong it is?
We work with accents a lot at BoldVoice, the AI-powered accent coaching app for non-native English speakers. Accents are subtle patterns in speech—vowel shape, timing, pitch, and more. Usually, you need a linguist to make sense of these qualities. However, our goal at BoldVoice is to get machines to understand accents, and machines don’t think like linguists. So, we ask: how does a machine learning model understand an accent, and specifically, how strong it is?