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Article

1 Citations

2,145 Views

14 Pages

Blueprint Separable Subsampling and Aggregate Feature Conformer-Based End-to-End Neural Diarization

Xiaolin Jiao,
Yaqi Chen,
Dan Qu and
Xukui Yang

Electronics2023, 12(19), 4118;https://doi.org/10.3390/electronics12194118

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2 October 2023

At present, a prevalent approach to speaker diarization is clustering based on speaker embeddings. However, this method encounters two primary issues. Firstly, it cannot directly minimize the diarization error during the training process; secondly, t...

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Article

5 Citations

2,985 Views

15 Pages

Multiscale and Hierarchical Feature-Aggregation Network for Segmenting Medical Images

Nagaraj Yamanakkanavar,
Jae Young Choi and
Bumshik Lee

Sensors2022, 22(9), 3440;https://doi.org/10.3390/s22093440

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30 April 2022

We propose an encoder–decoder architecture using wide and deep convolutional layers combined with different aggregation modules for the segmentation of medical images. Initially, we obtain a rich representation of features that span from low to...

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