SoundActions

Code repository for paper "Investigating Aesthetic Audio-Visual Perception of Multi-Model Neural Networks with the SoundActions Dataset".

Label cleaning

• Shaeffer type: majority vote, unknown if no majority
• Material: count >=1, 15 classes
  • metal, wood, plastic, organic, skin, stone, fabric, rubber, liquid, snow, ceramic, paper, leather,electronic, others
• Environment: majority vote, fallback to indoor others if no majority
  • outdoor, office, room, corridor, hall, bathroom, kitchen, car, indoor others
• Enjoyability: majority vote, unknown if no majority
  • Yes, Neutral, No, Unknown

Requirements

• torch
• torchvision
• torchaudio