Search Results for author: Soham Chattopadhyay

Found 3 papers, 0 papers with code

Optimizing Speech Emotion Recognition using Manta-Ray Based Feature Selection

no code implementations18 Sep 2020 Soham Chattopadhyay, Arijit Dey, Hritam Basak

Recent studies have shown that Mel Frequency Cepstral Coefficients (MFCC) have been emerged as one of the most relied feature extraction methods, though it circumscribes the accuracy of classification with a very small feature dimension.

Classification feature selection +2

Multi-scale Attention U-Net (MsAUNet): A Modified U-Net Architecture for Scene Segmentation

no code implementations15 Sep 2020 Soham Chattopadhyay, Hritam Basak

Also, these networks fail to map the long-range dependencies of local features, which results in discriminative feature maps corresponding to each semantic class in the resulting segmented image.

Scene Segmentation Segmentation

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