Matches in SemOpenAlex for { <https://semopenalex.org/work/W4324296918> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4324296918 abstract "End-to-end neural diarization (EEND) with encoder-decoder-based attractors (EDA) is a promising method to handle the whole speaker diarization problem simultaneously with a single neural network. While the EEND model can produce all frame-level speaker labels simultaneously, it disregards output label dependency. In this work, we propose a novel EEND model that introduces the label dependency between frames. The proposed method generates non-autoregressive intermediate attractors to produce speaker labels at the lower layers and conditions the subsequent layers with these labels. While the proposed model works in a non-autoregressive manner, the speaker labels are refined by referring to the whole sequence of intermediate labels. The experiments with the two-speaker CALLHOME dataset show that the intermediate labels with the proposed non-autoregressive intermediate attractors boost the diarization performance. The proposed method with the deeper network benefits more from the intermediate labels, resulting in better performance and training throughput than EEND-EDA." @default.
- W4324296918 created "2023-03-16" @default.
- W4324296918 creator A5020401831 @default.
- W4324296918 creator A5027907338 @default.
- W4324296918 creator A5044818016 @default.
- W4324296918 creator A5067868021 @default.
- W4324296918 creator A5071075728 @default.
- W4324296918 date "2023-03-12" @default.
- W4324296918 modified "2023-10-04" @default.
- W4324296918 title "Neural Diarization with Non-autoregressive Intermediate Attractors" @default.
- W4324296918 doi "https://doi.org/10.48550/arxiv.2303.06806" @default.
- W4324296918 hasPublicationYear "2023" @default.
- W4324296918 type Work @default.
- W4324296918 citedByCount "0" @default.
- W4324296918 crossrefType "posted-content" @default.
- W4324296918 hasAuthorship W4324296918A5020401831 @default.
- W4324296918 hasAuthorship W4324296918A5027907338 @default.
- W4324296918 hasAuthorship W4324296918A5044818016 @default.
- W4324296918 hasAuthorship W4324296918A5067868021 @default.
- W4324296918 hasAuthorship W4324296918A5071075728 @default.
- W4324296918 hasBestOaLocation W43242969181 @default.
- W4324296918 hasConcept C105795698 @default.
- W4324296918 hasConcept C126042441 @default.
- W4324296918 hasConcept C133892786 @default.
- W4324296918 hasConcept C134306372 @default.
- W4324296918 hasConcept C149838564 @default.
- W4324296918 hasConcept C153180895 @default.
- W4324296918 hasConcept C154945302 @default.
- W4324296918 hasConcept C159877910 @default.
- W4324296918 hasConcept C164380108 @default.
- W4324296918 hasConcept C19768560 @default.
- W4324296918 hasConcept C28490314 @default.
- W4324296918 hasConcept C33923547 @default.
- W4324296918 hasConcept C41008148 @default.
- W4324296918 hasConcept C42536954 @default.
- W4324296918 hasConcept C50644808 @default.
- W4324296918 hasConcept C76155785 @default.
- W4324296918 hasConceptScore W4324296918C105795698 @default.
- W4324296918 hasConceptScore W4324296918C126042441 @default.
- W4324296918 hasConceptScore W4324296918C133892786 @default.
- W4324296918 hasConceptScore W4324296918C134306372 @default.
- W4324296918 hasConceptScore W4324296918C149838564 @default.
- W4324296918 hasConceptScore W4324296918C153180895 @default.
- W4324296918 hasConceptScore W4324296918C154945302 @default.
- W4324296918 hasConceptScore W4324296918C159877910 @default.
- W4324296918 hasConceptScore W4324296918C164380108 @default.
- W4324296918 hasConceptScore W4324296918C19768560 @default.
- W4324296918 hasConceptScore W4324296918C28490314 @default.
- W4324296918 hasConceptScore W4324296918C33923547 @default.
- W4324296918 hasConceptScore W4324296918C41008148 @default.
- W4324296918 hasConceptScore W4324296918C42536954 @default.
- W4324296918 hasConceptScore W4324296918C50644808 @default.
- W4324296918 hasConceptScore W4324296918C76155785 @default.
- W4324296918 hasLocation W43242969181 @default.
- W4324296918 hasOpenAccess W4324296918 @default.
- W4324296918 hasPrimaryLocation W43242969181 @default.
- W4324296918 hasRelatedWork W2089574997 @default.
- W4324296918 hasRelatedWork W2177401844 @default.
- W4324296918 hasRelatedWork W2402161778 @default.
- W4324296918 hasRelatedWork W2807283343 @default.
- W4324296918 hasRelatedWork W2902707689 @default.
- W4324296918 hasRelatedWork W2904357295 @default.
- W4324296918 hasRelatedWork W2990899954 @default.
- W4324296918 hasRelatedWork W3205607661 @default.
- W4324296918 hasRelatedWork W4225851526 @default.
- W4324296918 hasRelatedWork W4253666091 @default.
- W4324296918 isParatext "false" @default.
- W4324296918 isRetracted "false" @default.
- W4324296918 workType "article" @default.