الصفحة 1
الصفحة 1
Instrumaster
Experiments with different neural network structures and algorithms in order to achieve musical note recognition as well as musical instrument recognition, all bundled in a mobile application. It also aims to create the most effective music-learning application that works completely offline, which is hard to find in modern music applications. The paper also explores why the instrument identifying AI is solely based on Multi-Layer Perceptron (MLP) and why the note-identifying AI system was chosen to be a ML system over CNN or other deep-learning trained AI. The paper presents feature extraction methods for audio signals and files and dives deep into the process, such as FFT, MFCCs, Wavelengths, sampling rates, etc. It also touches on Logistic Regression Algorithms, their limitations, and their performance with the different use cases in the application. All these techniques are then compared side by side for maximally added value, making this research paper a good reference for any future developers looking to find optimal neural networks techniques when it comes to audio processing and analysis.
Impacted Third Molars
Impacted Third Molars, Second Edition, provides dentists with all the information they need to confidently remove impacted third molars, from case selection and imaging to sedation and patient management. Step-by-step surgical procedures support dentists in the successful surgical removal of third molars.
Extraction of date seeds oil
Date seed oil is a valuable natural product with potential health benefits and diverse applications in various industries. This report aims to explore the extraction process of date seed oil and evaluate its components and properties. The project begins with an introduction that provides an overview of the components found in dates and date seeds, highlighting their significance in the extraction process...
Egg yolk oil hydrogel as treatment for burns
Burns are a global public health problem, and the rate of child deaths from burns is currently over 7 times higher in low- and middle-income countries than in high-income countries. Hydrogels consist of water-containing, water-soluble polymers which are linked to form a three-dimensional network. They are breathable and can be used for different types of burns (closed, open, weeping, or dry). By contrast, occlusive ointments, which often have a fatty base, are considered rather unfavorable for burn and are primarily suitable for use on irritated, unburn skin...
Chia seeds : Tiny superfood, big impact
Chia (Salvia hispanica) is an annual herbaceous plant, the seeds of which were consumed already thousands of years ago. Current research results indicate a high nutritive value for chia seeds and confirm their extensive health-promoting properties. Research indicates that components of chia seeds are ascribed a beneficial effect on the improvement of the blood lipid profile, through their hypotensive, hypoglycemic, antimicrobial and immunostimulatory effects. This article provides a review of the most important information concerning the potential application of chia seeds in food production. The chemical composition of chia seeds is presented and the effect of their consumption on human health is discussed.
