Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386811887> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4386811887 endingPage "676" @default.
- W4386811887 startingPage "661" @default.
- W4386811887 abstract "Implicit Neural Representations (INRs) are nowadays used to represent multimedia signals across various real-life applications, including image super-resolution, image compression, or 3D rendering. Existing methods that leverage INRs are predominantly focused on visual data, as their application to other modalities, such as audio, is nontrivial due to the inductive biases present in architectural attributes of image-based INR models. To address this limitation, we introduce HyperSound, the first meta-learning approach to produce INRs for audio samples that leverages hypernetworks to generalize beyond samples observed in training. Our approach reconstructs audio samples with quality comparable to other state-of-the-art models and provides a viable alternative to contemporary sound representations used in deep neural networks for audio processing, such as spectrograms. Our code is publicly available at https://github.com/WUT-AI/hypersound ." @default.
- W4386811887 created "2023-09-18" @default.
- W4386811887 creator A5052791052 @default.
- W4386811887 creator A5060649408 @default.
- W4386811887 creator A5068511223 @default.
- W4386811887 creator A5070627781 @default.
- W4386811887 creator A5073629051 @default.
- W4386811887 date "2023-01-01" @default.
- W4386811887 modified "2023-09-27" @default.
- W4386811887 title "Hypernetworks Build Implicit Neural Representations of Sounds" @default.
- W4386811887 cites W1677182931 @default.
- W4386811887 cites W2067295501 @default.
- W4386811887 cites W2931364255 @default.
- W4386811887 cites W2962935966 @default.
- W4386811887 cites W2963587345 @default.
- W4386811887 cites W2972373240 @default.
- W4386811887 cites W3015338123 @default.
- W4386811887 cites W3140413839 @default.
- W4386811887 cites W3160506022 @default.
- W4386811887 cites W3173531806 @default.
- W4386811887 cites W3215615641 @default.
- W4386811887 cites W4200150166 @default.
- W4386811887 cites W4212857656 @default.
- W4386811887 cites W4221155904 @default.
- W4386811887 cites W4312796583 @default.
- W4386811887 cites W4312978380 @default.
- W4386811887 cites W4386065784 @default.
- W4386811887 doi "https://doi.org/10.1007/978-3-031-43421-1_39" @default.
- W4386811887 hasPublicationYear "2023" @default.
- W4386811887 type Work @default.
- W4386811887 citedByCount "0" @default.
- W4386811887 crossrefType "book-chapter" @default.
- W4386811887 hasAuthorship W4386811887A5052791052 @default.
- W4386811887 hasAuthorship W4386811887A5060649408 @default.
- W4386811887 hasAuthorship W4386811887A5068511223 @default.
- W4386811887 hasAuthorship W4386811887A5070627781 @default.
- W4386811887 hasAuthorship W4386811887A5073629051 @default.
- W4386811887 hasConcept C108583219 @default.
- W4386811887 hasConcept C144024400 @default.
- W4386811887 hasConcept C153083717 @default.
- W4386811887 hasConcept C154945302 @default.
- W4386811887 hasConcept C205711294 @default.
- W4386811887 hasConcept C2779903281 @default.
- W4386811887 hasConcept C28490314 @default.
- W4386811887 hasConcept C2984842247 @default.
- W4386811887 hasConcept C36289849 @default.
- W4386811887 hasConcept C41008148 @default.
- W4386811887 hasConcept C45273575 @default.
- W4386811887 hasConcept C50644808 @default.
- W4386811887 hasConceptScore W4386811887C108583219 @default.
- W4386811887 hasConceptScore W4386811887C144024400 @default.
- W4386811887 hasConceptScore W4386811887C153083717 @default.
- W4386811887 hasConceptScore W4386811887C154945302 @default.
- W4386811887 hasConceptScore W4386811887C205711294 @default.
- W4386811887 hasConceptScore W4386811887C2779903281 @default.
- W4386811887 hasConceptScore W4386811887C28490314 @default.
- W4386811887 hasConceptScore W4386811887C2984842247 @default.
- W4386811887 hasConceptScore W4386811887C36289849 @default.
- W4386811887 hasConceptScore W4386811887C41008148 @default.
- W4386811887 hasConceptScore W4386811887C45273575 @default.
- W4386811887 hasConceptScore W4386811887C50644808 @default.
- W4386811887 hasLocation W43868118871 @default.
- W4386811887 hasOpenAccess W4386811887 @default.
- W4386811887 hasPrimaryLocation W43868118871 @default.
- W4386811887 hasRelatedWork W2279398222 @default.
- W4386811887 hasRelatedWork W2791691546 @default.
- W4386811887 hasRelatedWork W2915754718 @default.
- W4386811887 hasRelatedWork W2941846814 @default.
- W4386811887 hasRelatedWork W2948262272 @default.
- W4386811887 hasRelatedWork W3082895349 @default.
- W4386811887 hasRelatedWork W3176779650 @default.
- W4386811887 hasRelatedWork W3193983877 @default.
- W4386811887 hasRelatedWork W4290803075 @default.
- W4386811887 hasRelatedWork W4299822940 @default.
- W4386811887 isParatext "false" @default.
- W4386811887 isRetracted "false" @default.
- W4386811887 workType "book-chapter" @default.