Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287692034> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W4287692034 abstract "The performance of speaker verification systems degrades when vocal effort conditions between enrollment and test (e.g., shouted vs. normal speech) are different. This is a potential situation in non-cooperative speaker verification tasks. In this paper, we present a study on different methods for linear compensation of embeddings making use of Gaussian mixture models to cluster shouted and normal speech domains. These compensation techniques are borrowed from the area of robustness for automatic speech recognition and, in this work, we apply them to compensate the mismatch between shouted and normal conditions in speaker verification. Before compensation, shouted condition is automatically detected by means of logistic regression. The process is computationally light and it is performed in the back-end of an x-vector system. Experimental results show that applying the proposed approach in the presence of vocal effort mismatch yields up to 13.8% equal error rate relative improvement with respect to a system that applies neither shouted speech detection nor compensation." @default.
- W4287692034 created "2022-07-26" @default.
- W4287692034 creator A5036493563 @default.
- W4287692034 creator A5048592470 @default.
- W4287692034 creator A5057111078 @default.
- W4287692034 creator A5073796431 @default.
- W4287692034 date "2020-08-06" @default.
- W4287692034 modified "2023-10-16" @default.
- W4287692034 title "Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions" @default.
- W4287692034 doi "https://doi.org/10.48550/arxiv.2008.02487" @default.
- W4287692034 hasPublicationYear "2020" @default.
- W4287692034 type Work @default.
- W4287692034 citedByCount "0" @default.
- W4287692034 crossrefType "posted-content" @default.
- W4287692034 hasAuthorship W4287692034A5036493563 @default.
- W4287692034 hasAuthorship W4287692034A5048592470 @default.
- W4287692034 hasAuthorship W4287692034A5057111078 @default.
- W4287692034 hasAuthorship W4287692034A5073796431 @default.
- W4287692034 hasBestOaLocation W42876920341 @default.
- W4287692034 hasConcept C104317684 @default.
- W4287692034 hasConcept C11171543 @default.
- W4287692034 hasConcept C121332964 @default.
- W4287692034 hasConcept C133892786 @default.
- W4287692034 hasConcept C153180895 @default.
- W4287692034 hasConcept C154945302 @default.
- W4287692034 hasConcept C15744967 @default.
- W4287692034 hasConcept C163716315 @default.
- W4287692034 hasConcept C185592680 @default.
- W4287692034 hasConcept C2780023022 @default.
- W4287692034 hasConcept C28490314 @default.
- W4287692034 hasConcept C2982762665 @default.
- W4287692034 hasConcept C40969351 @default.
- W4287692034 hasConcept C41008148 @default.
- W4287692034 hasConcept C55493867 @default.
- W4287692034 hasConcept C61224824 @default.
- W4287692034 hasConcept C61328038 @default.
- W4287692034 hasConcept C62520636 @default.
- W4287692034 hasConcept C63479239 @default.
- W4287692034 hasConceptScore W4287692034C104317684 @default.
- W4287692034 hasConceptScore W4287692034C11171543 @default.
- W4287692034 hasConceptScore W4287692034C121332964 @default.
- W4287692034 hasConceptScore W4287692034C133892786 @default.
- W4287692034 hasConceptScore W4287692034C153180895 @default.
- W4287692034 hasConceptScore W4287692034C154945302 @default.
- W4287692034 hasConceptScore W4287692034C15744967 @default.
- W4287692034 hasConceptScore W4287692034C163716315 @default.
- W4287692034 hasConceptScore W4287692034C185592680 @default.
- W4287692034 hasConceptScore W4287692034C2780023022 @default.
- W4287692034 hasConceptScore W4287692034C28490314 @default.
- W4287692034 hasConceptScore W4287692034C2982762665 @default.
- W4287692034 hasConceptScore W4287692034C40969351 @default.
- W4287692034 hasConceptScore W4287692034C41008148 @default.
- W4287692034 hasConceptScore W4287692034C55493867 @default.
- W4287692034 hasConceptScore W4287692034C61224824 @default.
- W4287692034 hasConceptScore W4287692034C61328038 @default.
- W4287692034 hasConceptScore W4287692034C62520636 @default.
- W4287692034 hasConceptScore W4287692034C63479239 @default.
- W4287692034 hasLocation W42876920341 @default.
- W4287692034 hasLocation W42876920342 @default.
- W4287692034 hasOpenAccess W4287692034 @default.
- W4287692034 hasPrimaryLocation W42876920341 @default.
- W4287692034 hasRelatedWork W187060452 @default.
- W4287692034 hasRelatedWork W2026858306 @default.
- W4287692034 hasRelatedWork W2117544888 @default.
- W4287692034 hasRelatedWork W2169844520 @default.
- W4287692034 hasRelatedWork W2405506115 @default.
- W4287692034 hasRelatedWork W2495382955 @default.
- W4287692034 hasRelatedWork W2508937276 @default.
- W4287692034 hasRelatedWork W3047097207 @default.
- W4287692034 hasRelatedWork W4287692034 @default.
- W4287692034 hasRelatedWork W4313417806 @default.
- W4287692034 isParatext "false" @default.
- W4287692034 isRetracted "false" @default.
- W4287692034 workType "article" @default.