Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287777303> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4287777303 abstract "The recently proposed x-vector based anonymization scheme converts any input voice into that of a random pseudo-speaker. In this paper, we present a flexible pseudo-speaker selection technique as a baseline for the first VoicePrivacy Challenge. We explore several design choices for the distance metric between speakers, the region of x-vector space where the pseudo-speaker is picked, and gender selection. To assess the strength of anonymization achieved, we consider attackers using an x-vector based speaker verification system who may use original or anonymized speech for enrollment, depending on their knowledge of the anonymization scheme. The Equal Error Rate (EER) achieved by the attackers and the decoding Word Error Rate (WER) over anonymized data are reported as the measures of privacy and utility. Experiments are performed using datasets derived from LibriSpeech to find the optimal combination of design choices in terms of privacy and utility." @default.
- W4287777303 created "2022-07-26" @default.
- W4287777303 creator A5002797542 @default.
- W4287777303 creator A5006822602 @default.
- W4287777303 creator A5014504793 @default.
- W4287777303 creator A5042205423 @default.
- W4287777303 creator A5047374978 @default.
- W4287777303 creator A5049210535 @default.
- W4287777303 creator A5065635001 @default.
- W4287777303 creator A5077273913 @default.
- W4287777303 date "2020-10-25" @default.
- W4287777303 modified "2023-09-27" @default.
- W4287777303 title "Design Choices for X-vector Based Speaker Anonymization" @default.
- W4287777303 hasPublicationYear "2020" @default.
- W4287777303 type Work @default.
- W4287777303 citedByCount "0" @default.
- W4287777303 crossrefType "proceedings-article" @default.
- W4287777303 hasAuthorship W4287777303A5002797542 @default.
- W4287777303 hasAuthorship W4287777303A5006822602 @default.
- W4287777303 hasAuthorship W4287777303A5014504793 @default.
- W4287777303 hasAuthorship W4287777303A5042205423 @default.
- W4287777303 hasAuthorship W4287777303A5047374978 @default.
- W4287777303 hasAuthorship W4287777303A5049210535 @default.
- W4287777303 hasAuthorship W4287777303A5065635001 @default.
- W4287777303 hasAuthorship W4287777303A5077273913 @default.
- W4287777303 hasBestOaLocation W42877773031 @default.
- W4287777303 hasConcept C11413529 @default.
- W4287777303 hasConcept C127413603 @default.
- W4287777303 hasConcept C133892786 @default.
- W4287777303 hasConcept C134306372 @default.
- W4287777303 hasConcept C154945302 @default.
- W4287777303 hasConcept C176217482 @default.
- W4287777303 hasConcept C21547014 @default.
- W4287777303 hasConcept C2524010 @default.
- W4287777303 hasConcept C28490314 @default.
- W4287777303 hasConcept C2982762665 @default.
- W4287777303 hasConcept C33923547 @default.
- W4287777303 hasConcept C40969351 @default.
- W4287777303 hasConcept C41008148 @default.
- W4287777303 hasConcept C57273362 @default.
- W4287777303 hasConcept C77618280 @default.
- W4287777303 hasConcept C81917197 @default.
- W4287777303 hasConcept C90805587 @default.
- W4287777303 hasConceptScore W4287777303C11413529 @default.
- W4287777303 hasConceptScore W4287777303C127413603 @default.
- W4287777303 hasConceptScore W4287777303C133892786 @default.
- W4287777303 hasConceptScore W4287777303C134306372 @default.
- W4287777303 hasConceptScore W4287777303C154945302 @default.
- W4287777303 hasConceptScore W4287777303C176217482 @default.
- W4287777303 hasConceptScore W4287777303C21547014 @default.
- W4287777303 hasConceptScore W4287777303C2524010 @default.
- W4287777303 hasConceptScore W4287777303C28490314 @default.
- W4287777303 hasConceptScore W4287777303C2982762665 @default.
- W4287777303 hasConceptScore W4287777303C33923547 @default.
- W4287777303 hasConceptScore W4287777303C40969351 @default.
- W4287777303 hasConceptScore W4287777303C41008148 @default.
- W4287777303 hasConceptScore W4287777303C57273362 @default.
- W4287777303 hasConceptScore W4287777303C77618280 @default.
- W4287777303 hasConceptScore W4287777303C81917197 @default.
- W4287777303 hasConceptScore W4287777303C90805587 @default.
- W4287777303 hasLocation W42877773031 @default.
- W4287777303 hasLocation W42877773032 @default.
- W4287777303 hasLocation W42877773033 @default.
- W4287777303 hasLocation W42877773034 @default.
- W4287777303 hasLocation W42877773035 @default.
- W4287777303 hasLocation W42877773036 @default.
- W4287777303 hasOpenAccess W4287777303 @default.
- W4287777303 hasPrimaryLocation W42877773031 @default.
- W4287777303 hasRelatedWork W1521049138 @default.
- W4287777303 hasRelatedWork W1584139519 @default.
- W4287777303 hasRelatedWork W1988530429 @default.
- W4287777303 hasRelatedWork W2020437063 @default.
- W4287777303 hasRelatedWork W2140022733 @default.
- W4287777303 hasRelatedWork W2147493033 @default.
- W4287777303 hasRelatedWork W2150532155 @default.
- W4287777303 hasRelatedWork W2169844520 @default.
- W4287777303 hasRelatedWork W2253551762 @default.
- W4287777303 hasRelatedWork W2378903289 @default.
- W4287777303 isParatext "false" @default.
- W4287777303 isRetracted "false" @default.
- W4287777303 workType "article" @default.