The code performs the following tasks: Extracts text-based and speech-based features from dialog data Analyzes the extracted features by testing hypotheses Trains machine learning classifiers using the features to predict the 10 most frequent dialog acts Evaluates model performance and conduct error analysis
Necessay packages: sklearn opensmile pydub pandas numpy matplotlib nltk seaborn