Matches in SemOpenAlex for { <https://semopenalex.org/work/W4297205890> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4297205890 abstract "We introduce a simple neural encoder architecture that can be trained using an unsupervised contrastive learning objective which gets its positive samples from data-augmented k-Nearest Neighbors search. We show that when built on top of recent self-supervised audio representations, this method can be applied iteratively and yield competitive SSE as evaluated on two tasks: query-by-example of random sequences of speech, and spoken term discovery. On both tasks our method pushes the state-of-the-art by a significant margin across 5 different languages. Finally, we establish a benchmark on a query-by-example task on the LibriSpeech dataset to monitor future improvements in the field." @default.
- W4297205890 created "2022-09-27" @default.
- W4297205890 creator A5007620149 @default.
- W4297205890 creator A5045828346 @default.
- W4297205890 creator A5071809848 @default.
- W4297205890 creator A5077663332 @default.
- W4297205890 date "2022-09-18" @default.
- W4297205890 modified "2023-09-28" @default.
- W4297205890 title "Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning" @default.
- W4297205890 hasPublicationYear "2022" @default.
- W4297205890 type Work @default.
- W4297205890 citedByCount "0" @default.
- W4297205890 crossrefType "proceedings-article" @default.
- W4297205890 hasAuthorship W4297205890A5007620149 @default.
- W4297205890 hasAuthorship W4297205890A5045828346 @default.
- W4297205890 hasAuthorship W4297205890A5071809848 @default.
- W4297205890 hasAuthorship W4297205890A5077663332 @default.
- W4297205890 hasBestOaLocation W42972058901 @default.
- W4297205890 hasConcept C111919701 @default.
- W4297205890 hasConcept C113238511 @default.
- W4297205890 hasConcept C118505674 @default.
- W4297205890 hasConcept C119857082 @default.
- W4297205890 hasConcept C13280743 @default.
- W4297205890 hasConcept C154945302 @default.
- W4297205890 hasConcept C162324750 @default.
- W4297205890 hasConcept C185798385 @default.
- W4297205890 hasConcept C187736073 @default.
- W4297205890 hasConcept C202444582 @default.
- W4297205890 hasConcept C204321447 @default.
- W4297205890 hasConcept C205649164 @default.
- W4297205890 hasConcept C2778112365 @default.
- W4297205890 hasConcept C2780451532 @default.
- W4297205890 hasConcept C28490314 @default.
- W4297205890 hasConcept C33923547 @default.
- W4297205890 hasConcept C41008148 @default.
- W4297205890 hasConcept C54355233 @default.
- W4297205890 hasConcept C774472 @default.
- W4297205890 hasConcept C86803240 @default.
- W4297205890 hasConcept C9652623 @default.
- W4297205890 hasConceptScore W4297205890C111919701 @default.
- W4297205890 hasConceptScore W4297205890C113238511 @default.
- W4297205890 hasConceptScore W4297205890C118505674 @default.
- W4297205890 hasConceptScore W4297205890C119857082 @default.
- W4297205890 hasConceptScore W4297205890C13280743 @default.
- W4297205890 hasConceptScore W4297205890C154945302 @default.
- W4297205890 hasConceptScore W4297205890C162324750 @default.
- W4297205890 hasConceptScore W4297205890C185798385 @default.
- W4297205890 hasConceptScore W4297205890C187736073 @default.
- W4297205890 hasConceptScore W4297205890C202444582 @default.
- W4297205890 hasConceptScore W4297205890C204321447 @default.
- W4297205890 hasConceptScore W4297205890C205649164 @default.
- W4297205890 hasConceptScore W4297205890C2778112365 @default.
- W4297205890 hasConceptScore W4297205890C2780451532 @default.
- W4297205890 hasConceptScore W4297205890C28490314 @default.
- W4297205890 hasConceptScore W4297205890C33923547 @default.
- W4297205890 hasConceptScore W4297205890C41008148 @default.
- W4297205890 hasConceptScore W4297205890C54355233 @default.
- W4297205890 hasConceptScore W4297205890C774472 @default.
- W4297205890 hasConceptScore W4297205890C86803240 @default.
- W4297205890 hasConceptScore W4297205890C9652623 @default.
- W4297205890 hasLocation W42972058901 @default.
- W4297205890 hasLocation W42972058902 @default.
- W4297205890 hasLocation W42972058903 @default.
- W4297205890 hasOpenAccess W4297205890 @default.
- W4297205890 hasPrimaryLocation W42972058901 @default.
- W4297205890 hasRelatedWork W2081647779 @default.
- W4297205890 hasRelatedWork W2951109249 @default.
- W4297205890 hasRelatedWork W3040872486 @default.
- W4297205890 hasRelatedWork W3107474891 @default.
- W4297205890 hasRelatedWork W3129868498 @default.
- W4297205890 hasRelatedWork W3185852197 @default.
- W4297205890 hasRelatedWork W4283819635 @default.
- W4297205890 hasRelatedWork W4288754364 @default.
- W4297205890 hasRelatedWork W4304699798 @default.
- W4297205890 hasRelatedWork W3119586280 @default.
- W4297205890 isParatext "false" @default.
- W4297205890 isRetracted "false" @default.
- W4297205890 workType "article" @default.