Crowd Sound Exploration and Visualization
An interactive and reproducible framework for organizing, visualizing, and acoustically analyzing crowd sound stimuli. Features include automated feature extraction, dimensionality reduction (PCA, UMAP), statistical group comparison, and interactive audio exploration with waveform and spectrogram visualization.