Sentiment Analysis and Emotion Recognition: What's the Difference?

Sentiment Analysis and Emotion Recognition are two distinct yet related concepts in speech understanding. While both involve determining an individual's opinion or emotional state, sentiment analysis typically focuses on text-based classification tasks to determine whether the author has a positive or negative viewpoint. Common applications include analyzing customer feedback, monitoring social media conversations, and tracking brand reputation. However, challenges such as detecting sarcasm can limit its effectiveness.