Update README.md

README.md

@@ -1,3 +1,47 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+task_categories:
+- automatic-speech-recognition
+- audio-classification
+- audio-to-audio
+language:
+- hi
+- en
+annotations_creators:
+- crowdsourced
+tags:
+- speech
+- speech-emotion-recognition
+- automatic-speech-recognition
+- audio-processing
+- hindi
+- multilingual
+pretty_name: BhavVani
+size_categories:
+- 1K<n<10K
+configs:  
+- config_name: default  # Name of the dataset subset, if applicable. Example: default
+  data_files:
+  - split: train  # Example: train
+    path: train.csv  # Example: data.csv
+  - split: dev  # Example: test
+    path: val.csv   # Example: holdout.csv
+  - split: test  # Example: test
+    path: test.csv   # Example: holdout.csv
+---
+
+# 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](https://www.isca-archive.org/interspeech_2024/goel24_interspeech.pdf)
+
+## Overview
+In our work, we propose the following contributions:
+1. We introduce the `CAMuLeNet` architecture for generalizing emotion recognition architectures to unseen speaker distributions using co-attention on features and multi-task learning:
+![crema-d-tsne](./figs/camulenet_arch.png)
+
+2. We introduce the <b>first-ever</b> Hindi SER dataset - `BhavVani`. The statistics for the same are shared below:
+![crema-d-tsne](./figs/bhavvani_stats.png)
+
+## BhavVani Dataset
+Please fill this form for accessing the audio files associated with the BhavVani dataset: [Form Link](https://forms.gle/9AqxS2oY4XVSeH1UA)