Novel pseudo-divergence of Gaussian mixture models based speaker clustering method

Serial structure is applied to speaker recognition to reduce the algorithm delay and computational complexity. The speech is first classified into speaker class, and then searches the most likely one inside the class.Difference between Gaussian Mixture Models (GMMs) is widely applied in speaker classification. The paper proposes a novel mean of pseudo-divergence, the ratio of Inter-Model dispersion to Intra-Model dispersion, to present the difference between GMMs, to perform speaker cluster. Weight, mean and variance, GMM's components, are involved in the dispersion. Experiments indicate that the measurement can well present the difference of GMMs and has improved performance of speaker clustering.     

SEM characterization of silicon nanostructures: can we meet the challenge?

The current semiconductor technology road map for device scaling champions a 4.5 nm gate length in production by 2022. The scanning electron microscope (SEM) as applied to critical dimensions (CD) metrology and associated characterization modes such as electron beam-induced current and cathodoluminescence (CL) has proved to be a workhorse for the semiconductor industry during the microelectronics era. We review some of the challenges facing these techniques in light of the silicon nanotechnology road map. We present some new results using voltage contrast imaging and CL spectroscopy of top-down fabricated silicon nanopillar/nanowires (<100 nm diameter), which highlight the visualization challenge. However, both techniques offer the promise of providing process characterization on the 10-20 nm scale with existing technology. Visualization at the 1 nm scale with these techniques may have to wait for aberration-corrected SEM to become more widely available. Basic secondary electron imaging and CD applications may be separately addressed by the He-ion microscope.     

Seeing is believing? When scanning electron microscopy (SEM) meets clinical dentistry: The replica technique.

In restorative dentistry, the in situ replication of intra‐oral situations, is based on a non‐invasive and non‐destructive scanning electron microscopy (SEM) evaluation method. The technique is suitable for investigation restorative materials and dental hard‐ and soft‐tissues, and its interfaces. Surface characteristics, integrity of interfaces (margins), or fracture analysis (chipping, cracks, etc.) with reliable resolution and under high magnification (from ×50 to ×5,000). Overall the current study aims to share detailed and reproducible information about the replica technique. Specific goals are: (a) to describe detailed each step involved in producing a replica of an intra‐oral situation, (b) to validate an integrated workflow based on a rational sequence from visual examination, to macrophotography and SEM analysis using the replica technique; (c) to present three clinical cases documented using the technique. A compilation of three clinical situations/cases were analyzed here by means the replica technique showing a wide range of possibilities that can be reached and explored with the described technique. This guidance document will contribute to a more accurate use of the replica technique and help researchers and clinicians to understand and identify issues related to restorative procedures under high magnification.     

Glycan modifying enzymes in luminal fluid of rat epididymis: are they involved in altering sperm surface glycoproteins during maturation?

Testicular spermatozoa undergo morphological and biochemical alterations, collectively termed epididymal maturation, in the intraluminal environment of epididymis. As a result of these modifications, the spermatozoon becomes a motile and functionally competent cell capable of undergoing capacitation and binding to the zona pellucida, the extracellular coat that surrounds the mammalian oocyte. Although details of all the changes are not fully known, several studies provide evidence suggesting that sperm plasma membrane undergoes extensive biochemical changes, including organization and modification of surface glycoproteins as spermatozoa transit from the proximal to the distal epididymis. In this article, I have attempted to summarize results with two sets of glycoprotein (glycan)-modifying enzymes, namely, glycohydrolases (hydrolytic enzymes) and glycosyltransferases (synthetic enzymes) present in the epididymal luminal fluid (LF). The in vitro experimental approaches described in this report demonstrate that: 1) a PNA-positive glycoprotein(s) (containing O-linked glycan) of 135-150 kDa subunit molecular mass which is present on the surface of caput (but not the cauda) spermatozoa can be degalactosylated by the enzymatic digestion with LF beta-D-galactosidase; and 2) an N-linked glycan chain(s) which is present on a sperm surface glycoprotein (apparent subunit molecular mass of 86 kDa) can be fucosylated in vitro when distal caput sperm (or sperm plasma membrane-rich fractions) are incubated in the presence of a nucleotide sugar (GDP[(14)C]fucose). Combined, these results strongly suggest a role for the glycan-modifying enzymes in degalactosylation and fucosylation of sperm surface glycoproteins during epididymal transit.