Using Machine Learning for audio analysis and synthesize

Voices.com, the largest online marketplace for voice talent, have identified Machine Learning as an enabler for future growth. In particular, incorporating Natural Language Processing (NLP) into structured queries and automatic classification of sample recordings. The first phase of this research involving NLP is in the process of being integrated into production. The second phase will […]

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Simultaneous Analysis of Endocannabinoids with Mass Spectrometry Methods in Human Serum using Point-of-care Collection Devices

Endocannabinoids are compounds produced by the human body that bind to and activate cannabinoid receptors. There are two major endocannabinoids: anandamide (AEA) and 2-arachidonoylglycerol (2-AG). Both play a role in regulating the firing of brain cells in the nervous system and attenuating immune system responses. As such, the endocannabinoid system is implicated in several clinically […]

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Influences of Stress on GnIH Expression in Bats

In 2000 a novel protein, referred to as GnIH, was discovered to inhibited the release of reproductive regulating hormones in the brain of quail. Since then, GnIH has identified in all studied vertebrate including fish, amphibians, and mammals. It has been shown to decrease hormone synthesis, be produced and act in reproductive tissues, as well […]

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Antibacterial activity of silicone porphyrins

Porphyrins and phthalocyanines are important biological molecules that, for example, control respiration of plants (chlorophyll helps convert C02 to oxygen) and heme controls the 02/C02 balance in human blood. Such compounds possess many other regulatory roles. In the presence of light some of these compounds convert oxygen into ‘reactive oxygen species’ (ROS). ROS aggressively attack […]

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Forecasting Profitability of Real Estate Assets using Machine Learning

This research project aims at applying machine learning over the existing financial forecasting methods currently employed in the commercial real estate industry. Businesses are actively collecting more data than what can be analyzed effectively using the standard spreadsheet models which have become industry standard over the past few decades. Machine learning algorithms are known to […]

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Wet-Lab/RNA Biology & Bioinformatics/Computational Biology

The proposed research involves both a laboratory component and computational component. Lab research will involve optimization of fork-ligation, optimization of DNA-RNA hybrid ligation, and methods necessary or advantageous in library preparation procedure. The bioinformatics/computational biology research will involve the integration of software packages from the group into the Galaxy Server, expression analysis of small RNA […]

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TrackSafe

description should also indicate the expected benefit to the partner organization. (Approx 150 words) Since the advent of rail transportation, the integrity of the rail and track conditions play a significant role in ensuring that trains are able to move people safely. As track infrastructure is impacted by ambient temperature and normal wear and tear, […]

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Development of Input and Evaluation Criteria for a Video-Based Occupational Risk Assessment Tool

Workplace injury prevalence and cost have created an immediate need for ergonomics risk assessment tools that require minimal ergonomics training, rooted in a foundation of experimental research, and provide comprehensive outputs that give some indication of risk and required action. Observation-based tools have been widely implemented in practice due to their simplicity, accessibility, and cost- […]

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Development of nanoscale and microscale delivery vehicles for plant immune aids using protein coacervation and spray drying

Modern pesticides have revolutionized agriculture. However, growing concerns with pest resistance, environmental run-off, and a lack of capacity to deal with abiotic stresses associated with drought or extreme heat (critical issues with regards to climate change) demand new solutions. Suncor has developed new plant immune aids that address these challenges by fortifying the immunity of […]

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Development of nanoscale and microscale delivery vehicles for plant immune aids using protein coacervation and spray drying – Year two

Modern pesticides have revolutionized agriculture. However, growing concerns with pest resistance, environmental run-off, and a lack of capacity to deal with abiotic stresses associated with drought or extreme heat (critical issues with regards to climate change) demand new solutions. Suncor has developed new plant immune aids that address these challenges by fortifying the immunity of […]

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Application of Brain 23Na “Big Data” for Future Disease Classification

Sodium is a chemical ion which is essential for a healthy brain. The body naturally regulates its concentration inside and outside of cells through normal metabolism. Disruptions in this intricate balance can be caused by various neurological disorders, such as multiple sclerosis, concussion, or Alzheimer’s disease. In order to provide personalized medical care, a “big-data” […]

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