Emotion Classifier from Speech & Text

Speech and text-based Emotion Classifier.

Data

• Download the RAVDESS dataset from https://www.kaggle.com/datasets/uwrfkaggler/ravdess-emotional-speech-audio
• Download the CREMA-D dataset from https://www.kaggle.com/datasets/ejlok1/cremad
• Download the TESS dataset from https://www.kaggle.com/datasets/ejlok1/toronto-emotional-speech-set-tess
• Download the SAVEE dataset from https://www.kaggle.com/datasets/ejlok1/surrey-audiovisual-expressed-emotion-savee
• Download the emotion text dataset from https://github.com/SannketNikam/Emotion-Detection-in-Text/blob/main/data/emotion_dataset.csv
• Download sentiment text dataset from http://thinknook.com/wp-content/uploads/2012/09/Sentiment-Analysis-Dataset.zip

Library

• Install the necessary libraries using pip install -r requirements.txt command.