Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384648073> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4384648073 abstract "For the most popular x-vector-based approaches to speaker anonymisation, the bulk of the anonymisation can stem from vocoding rather than from the core anonymisation function which is used to substitute an original speaker x-vector with that of a fictitious pseudo-speaker. This phenomenon can impede the design of better anonymisation systems since there is a lack of fine-grained control over the x-vector space. The work reported in this paper explores the origin of so-called vocoder drift and shows that it is due to the mismatch between the substituted x-vector and the original representations of the linguistic content, intonation and prosody. Also reported is an original approach to vocoder drift compensation. While anonymisation performance degrades as expected, compensation reduces vocoder drift substantially, offers improved control over the x-vector space and lays a foundation for the design of better anonymisation functions in the future." @default.
- W4384648073 created "2023-07-19" @default.
- W4384648073 creator A5011500823 @default.
- W4384648073 creator A5049594655 @default.
- W4384648073 creator A5066811192 @default.
- W4384648073 date "2023-07-17" @default.
- W4384648073 modified "2023-09-26" @default.
- W4384648073 title "Vocoder drift compensation by x-vector alignment in speaker anonymisation" @default.
- W4384648073 doi "https://doi.org/10.48550/arxiv.2307.08403" @default.
- W4384648073 hasPublicationYear "2023" @default.
- W4384648073 type Work @default.
- W4384648073 citedByCount "0" @default.
- W4384648073 crossrefType "posted-content" @default.
- W4384648073 hasAuthorship W4384648073A5011500823 @default.
- W4384648073 hasAuthorship W4384648073A5049594655 @default.
- W4384648073 hasAuthorship W4384648073A5066811192 @default.
- W4384648073 hasBestOaLocation W43846480731 @default.
- W4384648073 hasConcept C11171543 @default.
- W4384648073 hasConcept C111919701 @default.
- W4384648073 hasConcept C138885662 @default.
- W4384648073 hasConcept C14036430 @default.
- W4384648073 hasConcept C15744967 @default.
- W4384648073 hasConcept C2778572836 @default.
- W4384648073 hasConcept C2780023022 @default.
- W4384648073 hasConcept C2781045179 @default.
- W4384648073 hasConcept C28490314 @default.
- W4384648073 hasConcept C41008148 @default.
- W4384648073 hasConcept C41895202 @default.
- W4384648073 hasConcept C542774811 @default.
- W4384648073 hasConcept C78458016 @default.
- W4384648073 hasConcept C86803240 @default.
- W4384648073 hasConceptScore W4384648073C11171543 @default.
- W4384648073 hasConceptScore W4384648073C111919701 @default.
- W4384648073 hasConceptScore W4384648073C138885662 @default.
- W4384648073 hasConceptScore W4384648073C14036430 @default.
- W4384648073 hasConceptScore W4384648073C15744967 @default.
- W4384648073 hasConceptScore W4384648073C2778572836 @default.
- W4384648073 hasConceptScore W4384648073C2780023022 @default.
- W4384648073 hasConceptScore W4384648073C2781045179 @default.
- W4384648073 hasConceptScore W4384648073C28490314 @default.
- W4384648073 hasConceptScore W4384648073C41008148 @default.
- W4384648073 hasConceptScore W4384648073C41895202 @default.
- W4384648073 hasConceptScore W4384648073C542774811 @default.
- W4384648073 hasConceptScore W4384648073C78458016 @default.
- W4384648073 hasConceptScore W4384648073C86803240 @default.
- W4384648073 hasLocation W43846480731 @default.
- W4384648073 hasOpenAccess W4384648073 @default.
- W4384648073 hasPrimaryLocation W43846480731 @default.
- W4384648073 hasRelatedWork W1525959103 @default.
- W4384648073 hasRelatedWork W1964245863 @default.
- W4384648073 hasRelatedWork W2034894644 @default.
- W4384648073 hasRelatedWork W2080748494 @default.
- W4384648073 hasRelatedWork W2136320814 @default.
- W4384648073 hasRelatedWork W2387064311 @default.
- W4384648073 hasRelatedWork W2586711829 @default.
- W4384648073 hasRelatedWork W2591810795 @default.
- W4384648073 hasRelatedWork W3134921434 @default.
- W4384648073 hasRelatedWork W2465421051 @default.
- W4384648073 isParatext "false" @default.
- W4384648073 isRetracted "false" @default.
- W4384648073 workType "article" @default.