A Comparison of Human against Machine-Classification of Spatial Audio Scenes in Binaural Recordings of Music

Physics & Astronomy

• music 100%
• machine learning 67%
• recording 62%
• rooms 24%
• impulses 23%
• screening 22%
• logistics 16%
• regression analysis 13%
• gradients 8%
• acoustics 7%
• performance 5%

Engineering & Materials Science

• Learning algorithms 52%
• Machine learning 46%
• Impulse response 32%
• Screening 29%
• Logistic regression 17%
• Convolutional neural networks 14%
• Acoustics 12%
• Support vector machines 12%
• Internet 10%

Chemistry

• Statistical Ensemble 78%