3 papers
cs.NI2018
Lookup Lateration: Mapping of Received Signal Strength to Position for Geo-Localization in Outdoor Urban Areas
Andrey Shestakov, Danila Doroshin, Dmitri Shmelkin +1
The accurate geo-localization of mobile devices based upon received signal strength (RSS) in an urban area is hindered by obstacles in the signal propagation path. Current localiza…
cs.CL2016
Blind score normalization method for PLDA based speaker recognition
Danila Doroshin, Nikolay Lubimov, Marina Nastasenko +1
Probabilistic Linear Discriminant Analysis (PLDA) has become state-of-the-art method for modeling -vector space in speaker recognition task. However the performance degradation…
cs.LG2015
Shared latent subspace modelling within Gaussian-Binary Restricted Boltzmann Machines for NIST i-Vector Challenge 2014
Danila Doroshin, Alexander Yamshinin, Nikolay Lubimov +3
This paper presents a novel approach to speaker subspace modelling based on Gaussian-Binary Restricted Boltzmann Machines (GRBM). The proposed model is based on the idea of shared…