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A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting

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Published in:Complex & Intelligent Systems
Format: Online Article RSS Article
Published: 2026
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container_title Complex & Intelligent Systems
description
discipline_display Computer Science
discipline_facet Computer Science
format Online Article
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genre Journal Article
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institution FRELIP
journal_source_facet Complex & Intelligent Systems
last_indexed 2026-07-27T03:42:55.999Z
publishDate 2026
publishDateSort 2026
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spellingShingle A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
Computer Science
General
Computer Science
sub_discipline_display General
sub_discipline_facet General
subject_display Computer Science
General
Computer Science
subject_facet Computer Science
General
Computer Science
title A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_alt Una CNN separable en profundidad 2D–1D híbrida ligera con agrupación solo en frecuencia para detección eficiente de palabras clave de huella pequeña
Un CNN hybride léger 2D–1D à séparation en profondeur avec pooling uniquement fréquentiel pour la détection efficace de mots-clés à faible empreinte
Uma CNN híbrida leve 2D–1D separável por profundidade com pooling apenas em frequência para detecção eficiente de palavras-chave de pequeno porte
title_auth A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_es_txt Una CNN separable en profundidad 2D–1D híbrida ligera con agrupación solo en frecuencia para detección eficiente de palabras clave de huella pequeña
title_fr_txt Un CNN hybride léger 2D–1D à séparation en profondeur avec pooling uniquement fréquentiel pour la détection efficace de mots-clés à faible empreinte
title_full A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_fullStr A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_full_unstemmed A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_pt_txt Uma CNN híbrida leve 2D–1D separável por profundidade com pooling apenas em frequência para detecção eficiente de palavras-chave de pequeno porte
title_short A lightweight hybrid 2D–1D depthwise-separable CNN with frequency-only pooling for efficient small-footprint keyword spotting
title_sort a lightweight hybrid 2d–1d depthwise-separable cnn with frequency-only pooling for efficient small-footprint keyword spotting
topic Computer Science
General
Computer Science
url https://link.springer.com/article/10.1007/s40747-026-02415-z