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Comments on What is the technical term for converting a sound recording to a phoneme vector?

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What is the technical term for converting a sound recording to a phoneme vector? Question

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Many natural language processing models begin by taking text and converting it to a vector where each element is a number representing some semantic entity (I would say each number is a word, but a token is not necessarily a word). This is sometimes called tokenization.

If you wanted to take a raw sound recording of someone speaking a specified known language (say you know a priori the person is speaking correct English) and you want to extract a a vector where each element is a number representing a phonemic (or perhaps phonetic is a better term) token, what would this process be called?

I know that there are many voice recognition models, but these usually go the whole way of converting sound to text, losing most non-semantic properties (accents, inflection) in the process. I would like to know the name of the process up until the filtering out of the non-semantics.

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1 comment thread

Would this be on-topic in the existing Linguistics site? (1 comment)
Would this be on-topic in the existing Linguistics site?
Peter Taylor‭ wrote about 1 year ago

Would this be on-topic in the existing Linguistics site?