Machine learning and statistical classification of birdsong link vocal acoustic features with phylogeny

Keyphrases

• Acoustic Features 100%
• Basic Frequency 33%
• Biodiversity 33%
• Birdsong 100%
• Classification Accuracy 33%
• Dimensionality Reduction 33%
• Distribution Feature 100%
• Estrildidae 33%
• Frequency Features 66%
• Fundamental Frequency 33%
• Individual Recognition 33%
• Informative Features 33%
• Learning Process 33%
• Machine Learning Classification 100%
• Machine Learning Classifiers 33%
• Mean Frequency 33%
• Phylogenetic Distance 33%
• Phylogenetic Signal 66%
• Phylogeny 100%
• Power Distribution 100%
• Signal Features 33%
• Song Features 33%
• Species Differences 33%
• Species Identification 33%
• Spectral Flatness 33%
• Spectro-temporal Features 100%
• Statistical Classification 100%
• Syllable Duration 33%
• Syllable Frequency 33%
• Vocal Acoustics 100%

Agricultural and Biological Sciences

• Cladistics 100%
• Estrildidae 25%
• Species Identification 25%

Neuroscience

• Epileptic Absence 33%
• Phylogenetics 100%