Search Results for author: Nathan Pruyne

Found 3 papers, 2 papers with code

Crowdsourced and Automatic Speech Prominence Estimation

1 code implementation12 Oct 2023 Max Morrison, Pranav Pawar, Nathan Pruyne, Jennifer Cole, Bryan Pardo

Speech prominence estimation is the process of assigning a numeric value to the prominence of each word in an utterance.

Emotion Recognition

3D Convolutional Neural Networks for Dendrite Segmentation Using Fine-Tuning and Hyperparameter Optimization

no code implementations2 May 2022 Jim James, Nathan Pruyne, Tiberiu Stan, Marcus Schwarting, Jiwon Yeom, Seungbum Hong, Peter Voorhees, Ben Blaiszik, Ian Foster

The trained 3D CNNs are able to segment entire 852 x 852 x 250 voxel 3D volumes in only ~60 seconds, thus hastening the progress towards a deeper understanding of phase transformation phenomena such as dendritic solidification.

Hyperparameter Optimization

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