Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947731696> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W2947731696 abstract "The social media revolution has produced a plethora of web services to which users can easily upload and share multimedia documents. Despite the popularity and convenience of such services, the sharing of such inherently personal data, including speech data, raises obvious security and privacy concerns. In particular, a user's speech data may be acquired and used with speech synthesis systems to produce high-quality speech utterances which reflect the same user's speaker identity. These utterances may then be used to attack speaker verification systems. One solution to mitigate these concerns involves the concealing of speaker identities before the sharing of speech data. For this purpose, we present a new approach to speaker anonymization. The idea is to extract linguistic and speaker identity features from an utterance and then to use these with neural acoustic and waveform models to synthesize anonymized speech. The original speaker identity, in the form of timbre, is suppressed and replaced with that of an anonymous pseudo identity. The approach exploits state-of-the-art x-vector speaker representations. These are used to derive anonymized pseudo speaker identities through the combination of multiple, random speaker x-vectors. Experimental results show that the proposed approach is effective in concealing speaker identities. It increases the equal error rate of a speaker verification system while maintaining high quality, anonymized speech." @default.
- W2947731696 created "2019-06-07" @default.
- W2947731696 creator A5006822602 @default.
- W2947731696 creator A5007639385 @default.
- W2947731696 creator A5012466506 @default.
- W2947731696 creator A5044556342 @default.
- W2947731696 creator A5049594655 @default.
- W2947731696 creator A5066811192 @default.
- W2947731696 creator A5080870411 @default.
- W2947731696 date "2019-05-29" @default.
- W2947731696 modified "2023-09-25" @default.
- W2947731696 title "Speaker Anonymization Using X-vector and Neural Waveform Models" @default.
- W2947731696 cites W1652729136 @default.
- W2947731696 cites W1922655562 @default.
- W2947731696 cites W1966092470 @default.
- W2947731696 cites W1966993810 @default.
- W2947731696 cites W1980070613 @default.
- W2947731696 cites W2121812409 @default.
- W2947731696 cites W2176804518 @default.
- W2947731696 cites W2407075323 @default.
- W2947731696 cites W2518172956 @default.
- W2947731696 cites W2549013258 @default.
- W2947731696 cites W2595587557 @default.
- W2947731696 cites W2612348557 @default.
- W2947731696 cites W2745896134 @default.
- W2947731696 cites W2806503584 @default.
- W2947731696 cites W2890271448 @default.
- W2947731696 cites W2890964092 @default.
- W2947731696 cites W2963175743 @default.
- W2947731696 cites W2964195110 @default.
- W2947731696 cites W2964253088 @default.
- W2947731696 cites W3127686677 @default.
- W2947731696 cites W3150996319 @default.
- W2947731696 doi "https://doi.org/10.48550/arxiv.1905.13561" @default.
- W2947731696 hasPublicationYear "2019" @default.
- W2947731696 type Work @default.
- W2947731696 sameAs 2947731696 @default.
- W2947731696 citedByCount "2" @default.
- W2947731696 countsByYear W29477316962020 @default.
- W2947731696 countsByYear W29477316962021 @default.
- W2947731696 crossrefType "posted-content" @default.
- W2947731696 hasAuthorship W2947731696A5006822602 @default.
- W2947731696 hasAuthorship W2947731696A5007639385 @default.
- W2947731696 hasAuthorship W2947731696A5012466506 @default.
- W2947731696 hasAuthorship W2947731696A5044556342 @default.
- W2947731696 hasAuthorship W2947731696A5049594655 @default.
- W2947731696 hasAuthorship W2947731696A5066811192 @default.
- W2947731696 hasAuthorship W2947731696A5080870411 @default.
- W2947731696 hasBestOaLocation W29477316961 @default.
- W2947731696 hasConcept C111472728 @default.
- W2947731696 hasConcept C121332964 @default.
- W2947731696 hasConcept C133892786 @default.
- W2947731696 hasConcept C136764020 @default.
- W2947731696 hasConcept C138885662 @default.
- W2947731696 hasConcept C149838564 @default.
- W2947731696 hasConcept C24890656 @default.
- W2947731696 hasConcept C2775852435 @default.
- W2947731696 hasConcept C2778355321 @default.
- W2947731696 hasConcept C2779530757 @default.
- W2947731696 hasConcept C28490314 @default.
- W2947731696 hasConcept C41008148 @default.
- W2947731696 hasConcept C71901391 @default.
- W2947731696 hasConceptScore W2947731696C111472728 @default.
- W2947731696 hasConceptScore W2947731696C121332964 @default.
- W2947731696 hasConceptScore W2947731696C133892786 @default.
- W2947731696 hasConceptScore W2947731696C136764020 @default.
- W2947731696 hasConceptScore W2947731696C138885662 @default.
- W2947731696 hasConceptScore W2947731696C149838564 @default.
- W2947731696 hasConceptScore W2947731696C24890656 @default.
- W2947731696 hasConceptScore W2947731696C2775852435 @default.
- W2947731696 hasConceptScore W2947731696C2778355321 @default.
- W2947731696 hasConceptScore W2947731696C2779530757 @default.
- W2947731696 hasConceptScore W2947731696C28490314 @default.
- W2947731696 hasConceptScore W2947731696C41008148 @default.
- W2947731696 hasConceptScore W2947731696C71901391 @default.
- W2947731696 hasLocation W29477316961 @default.
- W2947731696 hasOpenAccess W2947731696 @default.
- W2947731696 hasPrimaryLocation W29477316961 @default.
- W2947731696 hasRelatedWork W1901037250 @default.
- W2947731696 hasRelatedWork W1901264808 @default.
- W2947731696 hasRelatedWork W1946464671 @default.
- W2947731696 hasRelatedWork W2018494199 @default.
- W2947731696 hasRelatedWork W2088522790 @default.
- W2947731696 hasRelatedWork W2126085626 @default.
- W2947731696 hasRelatedWork W2136038945 @default.
- W2947731696 hasRelatedWork W2997340161 @default.
- W2947731696 hasRelatedWork W4280634406 @default.
- W2947731696 hasRelatedWork W2401315417 @default.
- W2947731696 isParatext "false" @default.
- W2947731696 isRetracted "false" @default.
- W2947731696 magId "2947731696" @default.
- W2947731696 workType "article" @default.