Characterizing soundscapes across diverse ecosystems using a universal acoustic feature set
نویسندگان
چکیده
منابع مشابه
Prediction of melting points of a diverse chemical set using fuzzy regression tree
The classification and regression trees (CART) possess the advantage of being able to handlelarge data sets and yield readily interpretable models. In spite to these advantages, they are alsorecognized as highly unstable classifiers with respect to minor perturbations in the training data.In the other words methods present high variance. Fuzzy logic brings in an improvement in theseaspects due ...
متن کاملDiverse set of Turing nanopatterns coat corneae across insect lineages.
Nipple-like nanostructures covering the corneal surfaces of moths, butterflies, and Drosophila have been studied by electron and atomic force microscopy, and their antireflective properties have been described. In contrast, corneal nanostructures of the majority of other insect orders have either been unexamined or examined by methods that did not allow precise morphological characterization. H...
متن کاملOptimized feature set to assess acoustic perturbations in dysarthric speech
This paper is focused on the optimization of features derived to characterize the acoustic perturbations encountered in a group of neurological disorders known as Dysarthria. The work derives a set of orthogonal features that enable acoustic analyses of dysarthric speech from eight different Dysarthria types. The feature set is composed by combinations of objective measurements obtained with di...
متن کاملprediction of melting points of a diverse chemical set using fuzzy regression tree
the classification and regression trees (cart) possess the advantage of being able to handlelarge data sets and yield readily interpretable models. in spite to these advantages, they are alsorecognized as highly unstable classifiers with respect to minor perturbations in the training data.in the other words methods present high variance. fuzzy logic brings in an improvement in theseaspects due ...
متن کاملCharacterizing Deletion Transformations Across Dialects Using a Sophisticated Tying Mechanism
We propose a sophisticated tying mechanism for modeling deletion transfonnations between dialects. We empirically show that the proposed tying mechanism reduces deletion errors by 33% when compared to a baseline system using a standard tying mechanism. Statistical tests show that the proposed and baseline models make statistically diOcrcnt errors, thus suggesting that they are complementary sys...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Proceedings of the National Academy of Sciences
سال: 2020
ISSN: 0027-8424,1091-6490
DOI: 10.1073/pnas.2004702117