246 research outputs found
Research on the Protection and Renewal of Wanshougong Historical and Cultural Block from the Perspective of Living Inheritance
As an important part of the historical and cultural city, with the acceleration of urbanization, the protection of the block will face many challenges, aiming at the problems of breaking the traditional texture of the streets and alleys, the carrier of cultural inheritance has been destroyed, how to achieve the connection between historical inheritance and the development of the times, it is urgent to study the corresponding mode and method. From the perspective of living inheritance, this paper compares the before and after the renovation of Nanchang Wanshougong historical and cultural district through the field research and literature investigation of Nanchang Wanshougong, explores the application of intangible cultural heritage in the renewal and transformation of historical and cultural districts, and puts forward feasible suggestions for the shortcomings of historical and cultural districts after transformation
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberation
Complex spectrum and magnitude are considered as two major features of speech
enhancement and dereverberation. Traditional approaches always treat these two
features separately, ignoring their underlying relationship. In this paper, we
propose Uformer, a Unet based dilated complex & real dual-path conformer
network in both complex and magnitude domain for simultaneous speech
enhancement and dereverberation. We exploit time attention (TA) and dilated
convolution (DC) to leverage local and global contextual information and
frequency attention (FA) to model dimensional information. These three
sub-modules contained in the proposed dilated complex & real dual-path
conformer module effectively improve the speech enhancement and dereverberation
performance. Furthermore, hybrid encoder and decoder are adopted to
simultaneously model the complex spectrum and magnitude and promote the
information interaction between two domains. Encoder decoder attention is also
applied to enhance the interaction between encoder and decoder. Our
experimental results outperform all SOTA time and complex domain models
objectively and subjectively. Specifically, Uformer reaches 3.6032 DNSMOS on
the blind test set of Interspeech 2021 DNS Challenge, which outperforms all
top-performed models. We also carry out ablation experiments to tease apart all
proposed sub-modules that are most important.Comment: Accepted by ICASSP 202
VE-KWS: Visual Modality Enhanced End-to-End Keyword Spotting
The performance of the keyword spotting (KWS) system based on audio modality,
commonly measured in false alarms and false rejects, degrades significantly
under the far field and noisy conditions. Therefore, audio-visual keyword
spotting, which leverages complementary relationships over multiple modalities,
has recently gained much attention. However, current studies mainly focus on
combining the exclusively learned representations of different modalities,
instead of exploring the modal relationships during each respective modeling.
In this paper, we propose a novel visual modality enhanced end-to-end KWS
framework (VE-KWS), which fuses audio and visual modalities from two aspects.
The first one is utilizing the speaker location information obtained from the
lip region in videos to assist the training of multi-channel audio beamformer.
By involving the beamformer as an audio enhancement module, the acoustic
distortions, caused by the far field or noisy environments, could be
significantly suppressed. The other one is conducting cross-attention between
different modalities to capture the inter-modal relationships and help the
representation learning of each modality. Experiments on the MSIP challenge
corpus show that our proposed model achieves 2.79% false rejection rate and
2.95% false alarm rate on the Eval set, resulting in a new SOTA performance
compared with the top-ranking systems in the ICASSP2022 MISP challenge.Comment: 5 pages. Accepted at ICASSP202
A stability study of impregnated LSCFâGDC composite cathodes of solid oxide fuel cells
The performance degradation of composite cathodes of La0.6Sr0.4Co0.2Fe0.8O3âÎŽ and Gd-doped ceria (LSCFâGDC), prepared by impregnating the porous GDC scaffold with a nitrate solution containing La, Sr, Co and Fe in desired composition, is investigated at 750 °C and open circuit in air for 500 h. The performance of the impregnated LSCFâGDC composite cathodes deteriorates after testing at 750 °C for 500 h; the electrode polarization resistance (Rp) increases from 0.38 to 0.83 Ω cm2, and the electrode ohmic resistance (Ro) increases from 1.79 to 2.14 Ω cm2. The grain growth and coarsening of impregnated LSCF nanoparticles are responsible for the performance degradation of the cathodes. XPS analysis shows the enrichment of cobalt on the surface of the infiltrated LSCFâGDC cathodes and such surface segregation could also contribute to the degradation of the electrocatalytic activity of the cathodes. Introducing MgO and LaNi0.6Fe0.4O3 phases can effectively suppress the coarsening of LSCF nanoparticles and enhance the stability of the cathodes. However, the enhancing effect is related to the conductivity and electrocatalytic activity of the introduced phases
Selling motherhood: Gendered emotional labour, citizenly discounting, and alienation among Chinaâs migrant domestic workers
The feminization of care migration in transnational contexts has received a great deal of attention. Scholars, however, have been slow to investigate a similar trend in intranational contexts. This article expands existing research on global care chains by examining the gendered emotional labor of migrant domestic workers pertaining to Chinaâs intranational care chains. While the former often foregrounds âracial or ethnic discounting,â the latter is characterized by âcitizenly discountingâ whereby migrant domestic workers are subject to an overarching system of alienation, subordination, and exploitation owning to their second-class rural hĂčkĆu (household registration) status. Drawing on a participant-observation study of nannies, this article highlights how the intersection of gender and rural-urban citizenship is the key to grasping Chinaâs migrant domestic workersâ experiences of extensive alienation at the nexus of work, family, and wider society. By delving into a particular set of political, economic, and cultural forces in the Chinese context, the article makes a distinctive contribution to a more nuanced and context-sensitive understanding of the interface of gender, emotional labor, and care migration
Novel Functional MAR Elements of Double Minute Chromosomes in Human Ovarian Cells Capable of Enhancing Gene Expression
Double minute chromosomes or double minutes (DMs) are cytogenetic hallmarks of extrachromosomal genomic amplification and play a critical role in tumorigenesis. Amplified copies of oncogenes in DMs have been associated with increased growth and survival of cancer cells but DNA sequences in DMs which are mostly non-coding remain to be characterized. Following sequencing and bioinformatics analyses, we have found 5 novel matrix attachment regions (MARs) in a 682 kb DM in the human ovarian cancer cell line, UACC-1598. By electrophoretic mobility shift assay (EMSA), we determined that all 5 MARs interact with the nuclear matrix in vitro. Furthermore, qPCR analysis revealed that these MARs associate with the nuclear matrix in vivo, indicating that they are functional. Transfection of MARs constructs into human embryonic kidney 293T cells showed significant enhancement of gene expression as measured by luciferase assay, suggesting that the identified MARS, particularly MARs 1 to 4, regulate their target genes in vivo and are potentially involved in DM-mediated oncogene activation
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