Disentangled Representations in Local-Global Contexts for Arabic Dialect Identification
Alhakeem Z, Jang S, Kang H. Disentangled Representations in Local-Global Contexts for Arabic Dialect Identification. IEEE/ACM Transactions On Audio Speech And Language Processing 2023, 32: 879-890. DOI: 10.1109/taslp.2023.3341006.Peer-Reviewed Original ResearchArabic dialect identificationDisentanglement networkLow-resolution feature mapsIntra-class variationsInter-class variationsDialect identificationEnhanced identification performanceDisentangled representationsFeature representationFeature mapsBottleneck TransformerLatent spaceLocal-global contextClustering lossLocal informationSource utteranceBackbone moduleIdentification performanceIrrelevant informationCompetitive solutionNetworkLocal-globalRepresentationQuantitative evaluationDisentanglement