Emonity
PublicEmonity is a deep learning-powered Speech Emotion Recognition (SER) system built with PyTorch. It uses MFCCs, log-mel spectrograms, and advanced models (1D CNN, 2D CNN, CNN-BiLSTM) to classify emotions from speech with high accuracy. Supports CREMA-D, RAVDESS, TESS, SAVEE datasets, real-time inference, and model ensemble.