SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing

Voice anti-spoofing systems are crucial auxiliaries for automatic speaker verification (ASV) systems. A major challenge is caused by unseen attacks empowered by advanced speech synthesis technologies. Our previous research on one-class learning has improved the generalization ability to unseen attacks by compacting the bona fide speech in the embedding space. However, such compactness lacks consideration of the diversity of speakers. In this work, we propose speaker attractor multi-center one-class learning (SAMO), which clusters bona fide speech around a number of speaker attractors and pushes away spoofing attacks from all the attractors in a high-dimensional embedding space. For training, we propose an algorithm for the co-optimization of bona fide speech clustering and bona fide/spoof classification. For inference, we propose strategies to enable anti-spoofing for speakers without enrollment. Our proposed system outperforms existing state-of-the-art single systems with a relative improvement of 38% on equal error rate (EER) on the ASVspoof2019 LA evaluation set

Localization in GPS denied environment

No abstract available

Nanosheet-Assembled ZnO Microflower Photocatalysts

Large scale ZnO microflowers assembled by numerous nanosheets are synthesized through a facile and effective hydrothermal route. The structure and morphology of the resultant products are characterized by X-ray diffraction (XRD) and scanning electron microscope (SEM). Photocatalytic properties of the as-synthesized products are also investigated. The results demonstrate that eosin red aqueous solution can be degraded over 97% after 110 min under UV light irradiation. In addition, methyl orange (MO) and Congo red (CR) aqueous solution degradation experiments also are conducted in the same condition, respectively. It showed that nanosheet-assembled ZnO microflowers represent high photocatalytic activities with a degradation efficiency of 91% for CR with 90 min of irradiation and 90% for MO with 60 min of irradiation. The reported ZnO products may be promising candidates as the photocatalysts in waste water treatment

The emerging role of cellular senescence in renal diseases

Cellular senescence represents the state of irreversible cell cycle arrest during cell division. Cellular senescence not only plays a role in diverse biological events such as embryogenesis, tissue regeneration and repair, ageing and tumour occurrence prevention, but it is also involved in many cardiovascular, renal and liver diseases through the senescence-associated secretory phenotype (SASP). This review summarizes the molecular mechanisms underlying cellular senescence and its possible effects on a variety of renal diseases. We will also discuss the therapeutic approaches based on the regulation of senescent and SASP blockade, which is considered as a promising strategy for the management of renal diseases

Flowers or Leaves? Assessing the Impact of Crape Myrtle Observation on the Physical and Mental Well-being of Senior Citizens

Previous studies have demonstrated the beneficial impact of plants on the overall well-being of elderly individuals. However, there remains a gap in our understanding which specific plant species have a notable influence on the physical and mental health of the elderly population. Among the various woody ornamental plants used worldwide, crape myrtle (Lagerstroemia indica) holds a growing significance in the natural environment. This study aimed to investigate the physiological parameters (such as blood pressure, heart rate, blood oxygen saturation, and fingertip pulse) as well as psychological aspects (measured using positive and negative affect schedule scores and smile face scale) associated with crape myrtle observation activities. The finding revealed the following key points: 1) engaging in crape myrtle observation activities significantly enhanced the physical and mental well-being of elderly participants; 2) the impact of observing crape myrtle flowers differed notably from that of observing its leaves, with flower observation having a more positive effect on the physical and mental health of elderly individuals; and 3) the natural environment was found to exert an influence on the physical and mental health of elderly individuals through visual stimulation. Following the observation of crape myrtle, there was a significant decrease in the physiological indices of elderly individuals. Our findings offer valuable insights into the therapeutic benefits of crape myrtle observation activities and contributing evidence-based recommendations for future landscape design aimed at enhancing well-being

Research on the influence of team psychological capital on team members’ work performance

Team psychological capital is the positive psychological state of a team and has a positive impact on the human resource management and performance management of the team. Team members’ work performance, as a component of team performance, has an important impact on improving team performance. However, there is less cross-level impact analysis between the two. The purpose of this paper is to explore the mechanisms of the cross-level effects of team psychological capital on members’ performance. A paired questionnaire survey was administered to 387 human resource management team members from 86 human resource management teams across China, and SPSS 22.0, AMOS 23.0, and HLM 6.08 software were used to analyze the questionnaire data at the same level and across levels. The test shows that the cross-level positive effect of team psychological capital on team members’ work performance is established, and the cross-level mediating role of team members’ psychological capital and team support between the two is established. It enriches the cross-level research from team to individual, refines and enriches the research on the impact of team psychological capital on individual behavior, and provides new ideas for team management in companies. Therefore, when conducting team management, enterprises can enhance team members’ psychological capital by improving team psychological capital, thereby improving team members’ work performance and team efficiency