Search Results for author: Shruti Gupta

Found 3 papers, 1 papers with code

Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN

no code implementations30 Aug 2023 Yuta Sato, Pak Hei Lam, Shruti Gupta, Fareesah Hussain

This study introduced the use of Graph Neural Network (GNN) for predicting the weather and weekday of a day in London, from the dataset of Santander Cycles bike-sharing system as a graph classification task.

Graph Classification

MuRIL: Multilingual Representations for Indian Languages

1 code implementation19 Mar 2021 Simran Khanuja, Diksha Bansal, Sarvesh Mehtani, Savya Khosla, Atreyee Dey, Balaji Gopalan, Dilip Kumar Margam, Pooja Aggarwal, Rajiv Teja Nagipogu, Shachi Dave, Shruti Gupta, Subhash Chandra Bose Gali, Vish Subramanian, Partha Talukdar

This can be explained by the fact that multilingual language models (LMs) are often trained on 100+ languages together, leading to a small representation of IN languages in their vocabulary and training data.

Pitch-Synchronous Single Frequency Filtering Spectrogram for Speech Emotion Recognition

no code implementations7 Aug 2019 Shruti Gupta, Md. Shah Fahad, Akshay Deepak

On the other hand, the recently proposed single frequency filtering (SFF) spectrogram promises to be a better alternative because it captures both time and frequency resolutions simultaneously.

Speech Emotion Recognition

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