FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3160399536> ?p ?o ?g. }

• W3160399536 abstract "To extract robust deep representations from long sequential modeling of speech data, we propose a self-supervised learning approach, namely Contrastive Separative Coding (CSC). Our key finding is to learn such representations by separating the target signal from contrastive interfering signals. First, a multi-task separative encoder is built to extract shared separable and discriminative embedding; secondly, we propose a powerful cross-attention mechanism performed over speaker representations across various interfering conditions, allowing the model to focus on and globally aggregate the most critical information to answer the query (current bottom-up embedding) while paying less attention to interfering, noisy, or irrelevant parts; lastly, we form a new probabilistic contrastive loss which estimates and maximizes the mutual information between the representations and the global speaker vector. While most prior unsupervised methods have focused on predicting the future, neighboring, or missing samples, we take a different perspective of predicting the interfered samples. Moreover, our contrastive separative loss is free from negative sampling. The experiment demonstrates that our approach can learn useful representations achieving a strong speaker verification performance in adverse conditions." @default.
• W3160399536 created "2021-05-24" @default.
• W3160399536 creator A5027263026 @default.
• W3160399536 creator A5034476404 @default.
• W3160399536 creator A5042241049 @default.
• W3160399536 creator A5075183307 @default.
• W3160399536 date "2021-06-06" @default.
• W3160399536 modified "2023-09-23" @default.
• W3160399536 title "Contrastive Separative Coding for Self-Supervised Representation Learning" @default.
• W3160399536 cites W1494198834 @default.
• W3160399536 cites W2046516274 @default.
• W3160399536 cites W2082183045 @default.
• W3160399536 cites W2119885245 @default.
• W3160399536 cites W2127958135 @default.
• W3160399536 cites W2153579005 @default.
• W3160399536 cites W2158904676 @default.
• W3160399536 cites W2221409856 @default.
• W3160399536 cites W2268529521 @default.
• W3160399536 cites W2326925005 @default.
• W3160399536 cites W2842511635 @default.
• W3160399536 cites W2887997457 @default.
• W3160399536 cites W2889256969 @default.
• W3160399536 cites W2890964092 @default.
• W3160399536 cites W2950577311 @default.
• W3160399536 cites W2962918106 @default.
• W3160399536 cites W2963223524 @default.
• W3160399536 cites W2963341956 @default.
• W3160399536 cites W2963425185 @default.
• W3160399536 cites W2963877604 @default.
• W3160399536 cites W2963921132 @default.
• W3160399536 cites W2964052309 @default.
• W3160399536 cites W2964058413 @default.
• W3160399536 cites W2964089206 @default.
• W3160399536 cites W2972949456 @default.
• W3160399536 cites W2972986505 @default.
• W3160399536 cites W2973049979 @default.
• W3160399536 cites W3016031604 @default.
• W3160399536 cites W3027008958 @default.
• W3160399536 cites W3095212884 @default.
• W3160399536 cites W3119059628 @default.
• W3160399536 cites W343636949 @default.
• W3160399536 doi "https://doi.org/10.1109/icassp39728.2021.9414352" @default.
• W3160399536 hasPublicationYear "2021" @default.
• W3160399536 type Work @default.
• W3160399536 sameAs 3160399536 @default.
• W3160399536 citedByCount "1" @default.
• W3160399536 countsByYear W31603995362021 @default.
• W3160399536 crossrefType "proceedings-article" @default.
• W3160399536 hasAuthorship W3160399536A5027263026 @default.
• W3160399536 hasAuthorship W3160399536A5034476404 @default.
• W3160399536 hasAuthorship W3160399536A5042241049 @default.
• W3160399536 hasAuthorship W3160399536A5075183307 @default.
• W3160399536 hasBestOaLocation W31603995362 @default.
• W3160399536 hasConcept C111919701 @default.
• W3160399536 hasConcept C118505674 @default.
• W3160399536 hasConcept C119857082 @default.
• W3160399536 hasConcept C120665830 @default.
• W3160399536 hasConcept C121332964 @default.
• W3160399536 hasConcept C153180895 @default.
• W3160399536 hasConcept C154945302 @default.
• W3160399536 hasConcept C17744445 @default.
• W3160399536 hasConcept C192209626 @default.
• W3160399536 hasConcept C199539241 @default.
• W3160399536 hasConcept C204321447 @default.
• W3160399536 hasConcept C2776359362 @default.
• W3160399536 hasConcept C28490314 @default.
• W3160399536 hasConcept C41008148 @default.
• W3160399536 hasConcept C41608201 @default.
• W3160399536 hasConcept C49937458 @default.
• W3160399536 hasConcept C59404180 @default.
• W3160399536 hasConcept C94625758 @default.
• W3160399536 hasConcept C97931131 @default.
• W3160399536 hasConceptScore W3160399536C111919701 @default.
• W3160399536 hasConceptScore W3160399536C118505674 @default.
• W3160399536 hasConceptScore W3160399536C119857082 @default.
• W3160399536 hasConceptScore W3160399536C120665830 @default.
• W3160399536 hasConceptScore W3160399536C121332964 @default.
• W3160399536 hasConceptScore W3160399536C153180895 @default.
• W3160399536 hasConceptScore W3160399536C154945302 @default.
• W3160399536 hasConceptScore W3160399536C17744445 @default.
• W3160399536 hasConceptScore W3160399536C192209626 @default.
• W3160399536 hasConceptScore W3160399536C199539241 @default.
• W3160399536 hasConceptScore W3160399536C204321447 @default.
• W3160399536 hasConceptScore W3160399536C2776359362 @default.
• W3160399536 hasConceptScore W3160399536C28490314 @default.
• W3160399536 hasConceptScore W3160399536C41008148 @default.
• W3160399536 hasConceptScore W3160399536C41608201 @default.
• W3160399536 hasConceptScore W3160399536C49937458 @default.
• W3160399536 hasConceptScore W3160399536C59404180 @default.
• W3160399536 hasConceptScore W3160399536C94625758 @default.
• W3160399536 hasConceptScore W3160399536C97931131 @default.
• W3160399536 hasLocation W31603995361 @default.
• W3160399536 hasLocation W31603995362 @default.
• W3160399536 hasLocation W31603995363 @default.
• W3160399536 hasOpenAccess W3160399536 @default.
• W3160399536 hasPrimaryLocation W31603995361 @default.
• W3160399536 hasRelatedWork W10412386 @default.
• W3160399536 hasRelatedWork W13158784 @default.
• W3160399536 hasRelatedWork W14913773 @default.
• W3160399536 hasRelatedWork W1954738 @default.

• next