Matches in SemOpenAlex for { <https://semopenalex.org/work/W2799179957> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2799179957 abstract "In this report we described our approach achieves $53%$ of unweighted accuracy over $7$ emotions and $0.05$ and $0.09$ mean squared errors for arousal and valence in OMG emotion recognition challenge. Our results were obtained with ensemble of single modality models trained on voice and face data from video separately. We consider each stream as a sequence of frames. Next we estimated features from frames and handle it with recurrent neural network. As audio frame we mean short $0.4$ second spectrogram interval. For features estimation for face pictures we used own ResNet neural network pretrained on AffectNet database. Each short spectrogram was considered as a picture and processed by convolutional network too. As a base audio model we used ResNet pretrained in speaker recognition task. Predictions from both modalities were fused on decision level and improve single-channel approaches by a few percent" @default.
- W2799179957 created "2018-05-07" @default.
- W2799179957 creator A5010029237 @default.
- W2799179957 creator A5031592344 @default.
- W2799179957 creator A5090266697 @default.
- W2799179957 date "2018-05-03" @default.
- W2799179957 modified "2023-09-27" @default.
- W2799179957 title "Framewise approach in multimodal emotion recognition in OMG challenge" @default.
- W2799179957 cites W2408520939 @default.
- W2799179957 cites W2953106684 @default.
- W2799179957 cites W2963199341 @default.
- W2799179957 hasPublicationYear "2018" @default.
- W2799179957 type Work @default.
- W2799179957 sameAs 2799179957 @default.
- W2799179957 citedByCount "0" @default.
- W2799179957 crossrefType "posted-content" @default.
- W2799179957 hasAuthorship W2799179957A5010029237 @default.
- W2799179957 hasAuthorship W2799179957A5031592344 @default.
- W2799179957 hasAuthorship W2799179957A5090266697 @default.
- W2799179957 hasConcept C126042441 @default.
- W2799179957 hasConcept C144024400 @default.
- W2799179957 hasConcept C153180895 @default.
- W2799179957 hasConcept C154945302 @default.
- W2799179957 hasConcept C162324750 @default.
- W2799179957 hasConcept C187736073 @default.
- W2799179957 hasConcept C2777438025 @default.
- W2799179957 hasConcept C2779903281 @default.
- W2799179957 hasConcept C2780226545 @default.
- W2799179957 hasConcept C2780451532 @default.
- W2799179957 hasConcept C28490314 @default.
- W2799179957 hasConcept C36289849 @default.
- W2799179957 hasConcept C41008148 @default.
- W2799179957 hasConcept C45273575 @default.
- W2799179957 hasConcept C50644808 @default.
- W2799179957 hasConcept C76155785 @default.
- W2799179957 hasConcept C81363708 @default.
- W2799179957 hasConcept C95623464 @default.
- W2799179957 hasConceptScore W2799179957C126042441 @default.
- W2799179957 hasConceptScore W2799179957C144024400 @default.
- W2799179957 hasConceptScore W2799179957C153180895 @default.
- W2799179957 hasConceptScore W2799179957C154945302 @default.
- W2799179957 hasConceptScore W2799179957C162324750 @default.
- W2799179957 hasConceptScore W2799179957C187736073 @default.
- W2799179957 hasConceptScore W2799179957C2777438025 @default.
- W2799179957 hasConceptScore W2799179957C2779903281 @default.
- W2799179957 hasConceptScore W2799179957C2780226545 @default.
- W2799179957 hasConceptScore W2799179957C2780451532 @default.
- W2799179957 hasConceptScore W2799179957C28490314 @default.
- W2799179957 hasConceptScore W2799179957C36289849 @default.
- W2799179957 hasConceptScore W2799179957C41008148 @default.
- W2799179957 hasConceptScore W2799179957C45273575 @default.
- W2799179957 hasConceptScore W2799179957C50644808 @default.
- W2799179957 hasConceptScore W2799179957C76155785 @default.
- W2799179957 hasConceptScore W2799179957C81363708 @default.
- W2799179957 hasConceptScore W2799179957C95623464 @default.
- W2799179957 hasLocation W27991799571 @default.
- W2799179957 hasOpenAccess W2799179957 @default.
- W2799179957 hasPrimaryLocation W27991799571 @default.
- W2799179957 hasRelatedWork W2112555538 @default.
- W2799179957 hasRelatedWork W2299609823 @default.
- W2799179957 hasRelatedWork W2402110615 @default.
- W2799179957 hasRelatedWork W2583743457 @default.
- W2799179957 hasRelatedWork W2602044573 @default.
- W2799179957 hasRelatedWork W2725379595 @default.
- W2799179957 hasRelatedWork W2752238778 @default.
- W2799179957 hasRelatedWork W2773082988 @default.
- W2799179957 hasRelatedWork W2785737646 @default.
- W2799179957 hasRelatedWork W2900801283 @default.
- W2799179957 hasRelatedWork W2905699315 @default.
- W2799179957 hasRelatedWork W2937584914 @default.
- W2799179957 hasRelatedWork W2949526695 @default.
- W2799179957 hasRelatedWork W2949547965 @default.
- W2799179957 hasRelatedWork W2968682061 @default.
- W2799179957 hasRelatedWork W2970737019 @default.
- W2799179957 hasRelatedWork W3034924009 @default.
- W2799179957 hasRelatedWork W3040620102 @default.
- W2799179957 hasRelatedWork W3104696513 @default.
- W2799179957 hasRelatedWork W3180282233 @default.
- W2799179957 isParatext "false" @default.
- W2799179957 isRetracted "false" @default.
- W2799179957 magId "2799179957" @default.
- W2799179957 workType "article" @default.