Bayesian Semiparametric Mixed Effects Markov Models With Application to Vocalization Syntax
贝叶斯半参数混合效应马尔可夫模型及发声语法应用
Studying the neurological, genetic, and evolutionary basis of human vocal communication mechanisms using animal vocalization models is an important field of neuroscience. The datasets typically comprise structured sequences of syllables or “songs” produced by animals from different genotypes under different social contexts. It has been difficult to come up with sophisticated statistical methods that appropriately model animal vocal communication syntax. We address this need…