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This project studies unsupervised timbre representation learning using a lightweight convolutional Variational Autoencoder (VAE) trained on log-mel spectrograms of monophonic instrument notes. Timbre is a multidimensional perceptual attribute shaped by harmonic structure, spectral envelope, and transient...

China’s rapid economic growth over the past four decades has been accompanied by a widening wealth gap and systemic inequities in access to education, healthcare, and employment. With a Gini coefficient of 0.466 for income and 0.704 for household net assets, inequality is entrenched through housing disparities,...

Cash waqf potential in Indonesia is very large if it is well managed. This study discusses the potential management of Cash Waqf (Waqf Al-Nuqud) in Indonesia in order to empower the community and its economic development for the welfare of Muslims in the country. Especially if the funds are handed over...

In the alluvial plain area of the Ush Talar River, there is a widespread distribution of fine saline soils. Due to the special properties of fine saline soils, they are highly prone to issues such as salt heaving, thaw settlement, and mud pumping, which often cause harm to engineering structures. Water-salt...

Network protocol conformance testing is a functional black box testing. It tests whether that if the implementation of a protocol consistent with consists with the protocol standards according to the protocol text description. A method of network protocol conformance testing with Petri net is presented....

This study examines how budget transparency translates into better regional financial performance through the mediating role of budget absorption efficiency in Buton, Southeast Sulawesi. A cross-sectional survey of officials responsible for planning, procurement, treasury, and budget execution produced...

This paper explores the factors affecting the Chinese listed companies debt financing and examines them using the data of Chinese listed companies. The evidence suggests that company size, the company's growth opportunities, the fixed asset ratio and free cash flow have a significant impact both on the...

To analyze the endowment effect on society and education, the applications are studied by using the comparative research method and behavioral research method and have been summarized as the applications in various fields in the paper. Early studies of the endowment effect were conducted on willingness...

As China's economy continues to develop, people's living standards have improved, the material life demands more and more people prefer to buy clothing of luxury brands, so as to promote China to become a luxury consumer. At the same time the economic development also contributed to the progress of science...

Modern business entities face a significant number of problems, which ultimately lead to crises and unprofitability. In many ways, these states are due to insufficient amount of operational information for making management decisions. The role of this kind of information is difficult to overestimate...

Service-oriented software system is facing a challenge to regulate itself promptly because of the evolving Internet environment and user requirements. In order to effectively control software of SOA dynamic evolution, by the formal tool Workflow-net, software of SOA model which is composed of four basic...

In view of the cost of traditional design of new fonts, a method of combining deep learning for font style conversion is proposed. By using a U-Net type network structure combining the training method of generative adversarial network, supervised learning part of fonts, the font style conversion ability...

This study examines Tesla Inc. Through the lens of value investing principles, analyzing its long-term investment potential in the rapidly evolving electric vehicle and sustainable energy markets. Through SWOT analysis and key financial metrics evaluation, the research reveals Tesla’s achievement of...

In this paper, we focus on discussing the relationship between corporate social responsibility and cash holdings in China stock market. We can draw conclusions based on corporate social responsibility in China’s domestic enterprises, the value of corporate cash holdings and corporate cash holdings for...

Detecting plant diseases quickly is crucial for maintaining good crop yields and sustainable farming. Current approaches often depend on manual inspection or heavy convolutional neural networks that are computationally expensive and too large to run on IoT devices. To address these issues, this proposed...

At present, manage systems for entertainment performance chains are built to work as agents to collaborate all participants, such as troupes, theatres and audience etc. Analyzing and mining the mechanism of behaviors of participants is an important issue which can be important gudie to establish such...

Independent college is a special product of the higher education development in China. Due to its own characteristics of independent college, there are many differences in cooperation with companies from the ordinary universities. In this paper, analyze the conditions of the college-enterprise cooperation,...

This study aims to explore the effectiveness of corporate marketing strategies and their impact on financial performance from a financial analysis perspective. Through a literature review, it delves into the fundamental theories of financial analysis and the concepts and development of corporate marketing...

To improve foreign cash sources, the Indonesian government wants to assist economic growth through tourism. As a result, the government provides free short-term visas to foreign nationals. Immigration has an important part in a country's sovereignty since it is the major entry point. As stated in...

This paper analyses Tesla’s position and performance in the new energy vehicle industry. Tesla’s leadership in electric vehicle technology and brand influence has contributed to the popularity and marketability of electric vehicles, driving the automotive industry towards sustainable energy. Global market...

In view of some problems in current college English teaching, such as mostly relying on books and textbooks, single teaching resources, outdated teaching contents and low interest of students, etc. In this paper, the author developed a Web-based sharing platform for college English teaching resources....

In this paper, we propose a framework for building a human-machine language dictionary. Given a concept/word, an application can extract the definition of the concept from the dictionary, and consequently “understand” its meaning. In the dictionary, a concept is defined through its relations with other...

E-Banking is a form of IT application that serve customers when doing transactions using their personal accounts by computer or mobile phone that is connected to the internet, therefore non-cash transactions applied. This research aims to analyze the relationship between the application of E-Banking...

Since 2000, 99.9% of U.S. businesses have been small businesses, providing many jobs and opportunities in the United States. But the COVID-19 pandemic has adversely affected small businesses in the United States. Influenced by the epidemic, there is a global shortage of materials, and the cost of supply...

Luxury goods sales are expected to cool down in the Chinese market in 2024. The performance of jewelry is also poor. This is related to the changing consumer attitudes of Chinese consumers. The main consumer group for luxury goods in China is high net worth individuals. The consumption concept of this...

With the convening of the 19th National Congress of the Communist Party of China, our country has firmly implemented the innovation-driven development strategy. As microeconomic entities, enterprises should actively respond to the call of the country to transform economic development patterns and strive...

Coca-Cola, founded in 1886, is the world’s largest beverage company, operating in over 200 countries with 160 brands and a robust distribution network. Despite its global prominence and diversified portfolio, the company faces challenges related to health-conscious consumer trends and intense industry...

In order to improve the information management level in the process of automobile tire tread production, the actual condition for the tire production process is analyzed in this paper. The information management system of the extruding line in the process of automobile tire tread manufacturing is designed...

The reduction of major shareholders of listed companies has always been the focus of the market, the important shareholders "clearance" reduction of the case is more common. As of today, the GEM in April 2016 to now, there are 479 listed companies, which have a significant reduction in the behavior of...

This paper summarizes the research process of the method to calculate the optimal machine life, including the MAPI model, annual average cost, and internal rate of return. Considering the cash flow and other possible factors, combining static and dynamic research, and making a comparative analysis find...

Synergy is a core issue in corporate mergers and acquisitions research. Existing literature mostly uses large-sample quantitative research methods to evaluate the effectiveness of mergers and acquisitions. However, when facing emerging industries, high-growth companies or special merger and acquisition...

Compared to time-domain photoacoustic imaging, frequency-domain photoacoustic (FDPA) imaging has much more potential in a clinical setting because of its smaller size and lower cost. Elements. However, because of its poorer signal-to-noise ratio, the FDPA system requires sophisticated image reconstruction...

To provide a amplitude, frequency programmable current signal with high precision for fault detection of 10kv rural power line this paper presented a high precision current signal source using DDS (Direct Digital Frequency Synthesis) technology. The system includes two parts which are signal generator...

Nonfinancial disclosures have become a key element in the development of strategic management policies for all types of companies in all sectors. This study focuses on the importance of nonfinancial disclosures in Russia by reviewing their evolution in the 21st century and examining the percentage of...

Investment decisions are an important part of the pre-investment process. The correct method of decision making for investment projects directly affects the investment benefit of the project. However, various investment decision methods and theoretical analyses have deficiencies. These deficiencies will...

Existing studies on investment decisions have found that for rational investors no matter how many decision-making methods or economic markets there are, the decisions they make when investing will maximize their interests. To analyze how stakeholders make investing decisions, in this paper, we firstly...

Knee osteoarthritis (OA) is a common degenerative joint condition that affects millions worldwide. Effective therapy requires early diagnosis and precise staging. The study introduces OA-Net, a sophisticated Convolutional Neural Network (CNN) framework intended for multi-stage knee OA severity classification...

Tesla is an American electric car and energy company that makes and sells electric cars, solar panels, and energy storage equipment. We analyze how can Tesla buy and sell the machines in the most profitable way. Based on photovoltaic (PV) and net present value (NPV) rules, the infinite time optimal machine...

A pot experiment was conducted to study the effects of intercropping with Solanum photeinocarpum and Solanum nigrum from two climate-ecology regions (Ya'an campus and Chengdu campus) on photosynthetic characteristics of eggplant under cadmium (Cd) stress. Five treatments were used in the experiment:...

In order to optimize the passenger security process, in the paper, a passenger security service process of an international airport in the United States were analyzed and a detailed Petri network model were given. Then, the Markov chain, which is isomorphic to the model were established according to...

At present, the scale of the Internet celebrity economy continues to expand. At the same time, new fields and new forms are constantly emerging. Internet celebrity places as a link of the industrial chain of netroots economy also make great contributions to economic growth. This article will use Baidu...

An evaluation model that is used to evaluate the electronic service system came to prominence a decade ago with the appearance of Yusof 2007 article on Human, Organization, Technology (HOT) and Net Benefit specifically on health informatic systems. Since that time, the approach has attracted many researchers...

Objective: In order to effectively promote rural fire control facilities and emergency management ability, the firefighting facilities management system uses the ArcGIS and SQL Server, and adopts B/S pattern design. It can organize combination of spatial data and quantitative analysis. This system has...

Compressed sensing theory is widely used in image and video signal processing because of its low coding complexity, resource saving, and strong anti-interference ability. Although the compression sensing theory solves the problems brought by the traditional signal processing methods to a certain extent,...

With the continuous development of globalization, the global circulation of finance has gradually become the main feature of globalization. This paper first makes a preliminary discussion on the meaning, characteristics and performance of financial globalization; then reviews the history of the development...

By the use of basic geological data, properties, cash thin section, SEM, particle size, high mercury injection and other core analysis experiments are completed to make a detail study on the Chang 6 group characteristics of Zhiluo oil field in diagenesis perspective. The results reveals that sandstone’s...

Taking the wind power generation's pollution-free, easy access and other characteristics into account, Wind power has made great progress in China's renewable energy industry. But because the wind is not controllable, wind power can not guarantee a stable power output, bringing uncertainty in the operation...

The digital economy is crucial as it drives industrial upgrading and efficiency improvement, giving birth to new business models and forms. It is a new engine for economic growth and is related to national competitiveness and future development and is a focus of the world. Tencent promotes industrial...

Precise and efficient detection of water bodies in satellite pictures is essential for diverse applications, like environmental surveillance, urban development, and disaster response. This study investigates the effectiveness of utilizing the U-shaped network (U-Net) models with input shapes of 128x128...

With the enhancement ofÿthe evolution of the natural environmentÿand of the human activitiesÿonÿnatural ecosystems,ÿland use and land cover change (LUCC)ÿhas become an important factorÿaffecting the ecosystem and environment. Study on land useÿand landÿcover change (LUCC) and itsÿimpact on the ecosystem...