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ag2003/bhavvani

Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning This repository contains the BhavVani dataset introduced in the INTERSPEECH 2024 Paper : Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning Please fill this form for accessing the audio files associated with the BhavVani dataset: Form Link Overview In our work, we propose the following… See the full description on the dataset page: https://huggingface.co/datasets/ag2003/bhavvani.

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Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning

This repository contains the BhavVani dataset introduced in the INTERSPEECH 2024 Paper : Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning

Please fill this form for accessing the audio files associated with the BhavVani dataset: Form Link

Overview

In our work, we propose the following contributions:

  1. 1.We introduce the CAMuLeNet architecture for generalizing emotion recognition architectures to unseen speaker distributions using co-attention on features and multi-task learning: [image]
  1. 1.We introduce the <b>first-ever</b> Hindi SER dataset - BhavVani. The statistics for the same are shared below: [image]

Citation

If our work was found helpful, please feel free to leave a star and cite our work using:

bibtex
@inproceedings{goel24_interspeech,
  title     = {Exploring Multilingual Unseen Speaker Emotion Recognition: Leveraging Co-Attention Cues in Multitask Learning},
  author    = {Arnav Goel and Medha Hira and Anubha Gupta},
  year      = {2024},
  booktitle = {Interspeech 2024},
  pages     = {2340--2344},
  doi       = {10.21437/Interspeech.2024-1820},
  issn      = {2958-1796},
}

Terms

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<b> Warranty: </b> The database comes without any warranty. In no event shall the provider be held responsible for any loss or damage caused by the use of this data.