Search Results for author: Hemant Kumar Kathania

Found 4 papers, 2 papers with code

Speaker Verification Experiments for Adults and Children Using Shared Embedding Spaces

no code implementations NoDaLiDa 2021 Tuomas Kaseva, Hemant Kumar Kathania, Aku Rouhe, Mikko Kurimo

For children, the system trained on a large corpus of adult speakers performed worse than a system trained on a much smaller corpus of children’s speech.

Speaker Verification

Improvement in Facial Emotion Recognition using Synthetic Data Generated by Diffusion Model

1 code implementation16 Nov 2024 Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma

In this paper, we tackle the issue of data imbalance by incorporating synthetic data augmentation and leveraging the ResEmoteNet model to enhance the overall performance on facial emotion recognition task.

Data Augmentation Facial Emotion Recognition

ResEmoteNet: Bridging Accuracy and Loss Reduction in Facial Emotion Recognition

1 code implementation1 Sep 2024 Arnab Kumar Roy, Hemant Kumar Kathania, Adhitiya Sharma, Abhishek Dey, Md. Sarfaraj Alam Ansari

In this work, we propose ResEmoteNet, a novel deep learning architecture for facial emotion recognition designed with the combination of Convolutional, Squeeze-Excitation (SE) and Residual Networks.

 Ranked #1 on Facial Expression Recognition (FER) on RAF-DB (using extra training data)

Facial Emotion Recognition Facial Expression Recognition (FER)

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