Matches in SemOpenAlex for { <https://semopenalex.org/work/W4311168986> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4311168986 endingPage "012034" @default.
- W4311168986 startingPage "012034" @default.
- W4311168986 abstract "Abstract The quality of speech separation affects the entire speech technology ecosystem. Aiming at the problems of low utilization of local feature information, insufficient convergence speed, too many calculation parameters and too long calculation time in blind source separation in view of Transformer dual-path cyclic neural network, a blind source separation model based on fusion of Conformer and NBC (Narrow-band Conformer NBC) is proposed. First, for the problems of low utilization of speech local feature information and insufficient convergence speed, the Transformer block is replaced by the Conformer in the block of the dual-path recurrent network. It can improve the utilization and convergence speed of local features. Secondly, the NBC block is used to replace the Transformer block in the inter-block loop. The NBC block simplifies the calculation of vector similarity and vector aggregation, reduces lots of parameters and calculation cost, and reduces the computational complexity of the model. In the experiments on WSJ0-2mix [7] dataset and WHAM [13] dataset, contrast with other models, the convergence speech is faster and the blind source separation effect is better." @default.
- W4311168986 created "2022-12-24" @default.
- W4311168986 creator A5015005038 @default.
- W4311168986 creator A5039837606 @default.
- W4311168986 creator A5043666746 @default.
- W4311168986 date "2022-12-01" @default.
- W4311168986 modified "2023-10-01" @default.
- W4311168986 title "Separation Structure Speech Separation Model Fusing Conformer and NBC" @default.
- W4311168986 cites W2952218014 @default.
- W4311168986 cites W2964110616 @default.
- W4311168986 cites W2972460025 @default.
- W4311168986 cites W2972541922 @default.
- W4311168986 cites W2973143779 @default.
- W4311168986 cites W3096893582 @default.
- W4311168986 cites W3097777922 @default.
- W4311168986 cites W80444264 @default.
- W4311168986 doi "https://doi.org/10.1088/1742-6596/2384/1/012034" @default.
- W4311168986 hasPublicationYear "2022" @default.
- W4311168986 type Work @default.
- W4311168986 citedByCount "0" @default.
- W4311168986 crossrefType "journal-article" @default.
- W4311168986 hasAuthorship W4311168986A5015005038 @default.
- W4311168986 hasAuthorship W4311168986A5039837606 @default.
- W4311168986 hasAuthorship W4311168986A5043666746 @default.
- W4311168986 hasBestOaLocation W43111689861 @default.
- W4311168986 hasConcept C11413529 @default.
- W4311168986 hasConcept C119599485 @default.
- W4311168986 hasConcept C127413603 @default.
- W4311168986 hasConcept C153180895 @default.
- W4311168986 hasConcept C154945302 @default.
- W4311168986 hasConcept C162324750 @default.
- W4311168986 hasConcept C165801399 @default.
- W4311168986 hasConcept C2524010 @default.
- W4311168986 hasConcept C2777210771 @default.
- W4311168986 hasConcept C2777303404 @default.
- W4311168986 hasConcept C28490314 @default.
- W4311168986 hasConcept C33923547 @default.
- W4311168986 hasConcept C41008148 @default.
- W4311168986 hasConcept C50522688 @default.
- W4311168986 hasConcept C50644808 @default.
- W4311168986 hasConcept C66322947 @default.
- W4311168986 hasConcept C83665646 @default.
- W4311168986 hasConceptScore W4311168986C11413529 @default.
- W4311168986 hasConceptScore W4311168986C119599485 @default.
- W4311168986 hasConceptScore W4311168986C127413603 @default.
- W4311168986 hasConceptScore W4311168986C153180895 @default.
- W4311168986 hasConceptScore W4311168986C154945302 @default.
- W4311168986 hasConceptScore W4311168986C162324750 @default.
- W4311168986 hasConceptScore W4311168986C165801399 @default.
- W4311168986 hasConceptScore W4311168986C2524010 @default.
- W4311168986 hasConceptScore W4311168986C2777210771 @default.
- W4311168986 hasConceptScore W4311168986C2777303404 @default.
- W4311168986 hasConceptScore W4311168986C28490314 @default.
- W4311168986 hasConceptScore W4311168986C33923547 @default.
- W4311168986 hasConceptScore W4311168986C41008148 @default.
- W4311168986 hasConceptScore W4311168986C50522688 @default.
- W4311168986 hasConceptScore W4311168986C50644808 @default.
- W4311168986 hasConceptScore W4311168986C66322947 @default.
- W4311168986 hasConceptScore W4311168986C83665646 @default.
- W4311168986 hasIssue "1" @default.
- W4311168986 hasLocation W43111689861 @default.
- W4311168986 hasOpenAccess W4311168986 @default.
- W4311168986 hasPrimaryLocation W43111689861 @default.
- W4311168986 hasRelatedWork W2055384367 @default.
- W4311168986 hasRelatedWork W2060018656 @default.
- W4311168986 hasRelatedWork W2081734071 @default.
- W4311168986 hasRelatedWork W2293915134 @default.
- W4311168986 hasRelatedWork W2405477502 @default.
- W4311168986 hasRelatedWork W2543670224 @default.
- W4311168986 hasRelatedWork W3047965787 @default.
- W4311168986 hasRelatedWork W377926767 @default.
- W4311168986 hasRelatedWork W2137598809 @default.
- W4311168986 hasRelatedWork W2187500075 @default.
- W4311168986 hasVolume "2384" @default.
- W4311168986 isParatext "false" @default.
- W4311168986 isRetracted "false" @default.
- W4311168986 workType "article" @default.