Highly Evolved Lip Learning mOdel (HELLO): A Novel Machine Learning Model for Accurate Lipreading

Highly Evolved Lip Learning mOdel (HELLO): A Novel Machine Learning Model for Accurate Lipreading

by Nimish Jain

Communication is one of the most essential prospects of life and yet over 18 million Americans and 500,000 Canadians with speech impairments lack access to an effective communication method. Current solutions developed to address this issue are slow, rendering them commercially unviable. This work is mainly motivated to give these people a voice by providing a free, accessible and easy-to-use solution. By employing a variety of novel machine learning techniques, HELLO analyzes the lip movements in a given soundless video and converts it into text and a playable audio file.

Biohacking of Biologics: A Case Study of Penicillin Biosynthesis

Biohacking of Biologics: A Case Study of Penicillin Biosynthesis

by Anastasia & Alexander Skorobogatiy

Biological drugs are one of the most advanced therapies, however, they are very expensive. To identify the challenges in the production chain of biological products, and to understand why they are so expensive, we conducted an experimental study to better understand the steps and the associated difficulties involved in such a process. In addition, we want to know if a small-scale laboratory, such as the one at our school, can produce biologics.

The Advancement of Amblyopia Diagnosis and Therapeutic Intervention: A Comprehensive Approach, Emphasizing Integration of Advanced Systems and Neuroplasticity

The Advancement of Amblyopia Diagnosis and Therapeutic Intervention: A Comprehensive Approach, Emphasizing Integration of Advanced Systems and Neuroplasticity

by Ashish Chettimada

Amblyopia (or lazy eye) is a neurodevelopmental disorder that constitutes the largest threat to the vision of children and is caused by abnormal visual pathway development in early childhood. Currently, the prevailing approach for addressing amblyopia predominantly involves patching as a primary treatment modality. To address this global issue, ReAlign was developed. It is a web application that can both diagnose and treat amblyopia in young individuals using new advancements in technology. ReAlign allows for easy accessibility and use for children worldwide.

Replacing Natural Gas with Hydrogen Fuel to Power Ontario

Replacing Natural Gas with Hydrogen Fuel to Power Ontario

by Alia Wahban

Hydrogen is one of the most important gases that can potentially replace natural gas. It is considered an ideal candidate by electric power producers for power generation applications. The Canadian Ministry of Natural Resources has laid out plans around hydrogen fuel as a tool to achieve the goal of net-zero emissions by 2050. This paper investigates the plausibility of this prediction.

Keratin-Infused Shampoos: Substance or Just Marketing?

Keratin-Infused Shampoos: Substance or Just Marketing?

by Raktika Galwa

Keratin is a protein that forms the nails and hair of the human body. Many users claim that there has been a significant improvement in the appearance of their hair, but certain aspects of the manufacturers’ claims do not make sense. This article will inform the public of the truth of the misleading claims shampoo companies make to allow consumers to make educated decisions. My article will also help hold companies more accountable for their advertising.