Emotion-Aware Speech Processing for ASR and TTS

Boson AI is dedicated to advancing cutting-edge AI research, specializing in large language models for interaction and entertainment. The company focuses on developing innovative AI-driven solutions that enhance human-computer interaction, particularly in speech and language processing. One major challenge Boson AI aims to address through this project is improving AI’s ability to detect subtle emotional […]

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Transfusion of transformers and state space models

Boson AI specializes in AI-driven simulation and optimization, focusing on multi-modal learning, generative modeling, and structured state-space architectures. The company develops AI models that integrate text, audio, and structured signals to enable high-fidelity simulation and synthesis across domains like speech processing, acoustics, and human-AI interaction. Through this project, Boson AI aims to address key challenges […]

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Asynchronous mesh networks for continuous methane leak monitoring

Spero Analytics is a research-driven IoT startup which builds mesh networks for automated, continuous surveillance of greenhouse gas emissions in landfills and energy facilities. As those networks are power efficient and operate using radio communication, they can be deployed in remote industrial areas with limited cellular/power infrastructure. The existing system architecture consists of a gateway […]

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Fine-Tuning Large Language Models for Standards and Claim Chart Mapping

XLSCOUT Ltd. specializes in AI-driven patent intelligence, providing advanced solutions for intellectual property (IP) strategy and innovation management. The company aims to enhance the accuracy and efficiency of patent-related tasks, such as claim chart generation and standards compliance mapping, through fine-tuned large language models (LLMs). This project addresses a critical challenge: general-purpose LLMs lack domain-specific […]

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Data Systems & ML Ops Redesign

J Squared builds and provides rugged electronic systems in several industries. FALC-AI, a division within J Squared, is focused on the vertical integration of these platforms with computer vision and AI models to enable a variety of use cases that require being able to extract accurate data from videos and images, and in turn, use […]

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Aston Dynamics Canada EBS project

Aston Dynamics Canada Limited (Aston Dynamics) is working on improving electro-hydraulic braking (EHB) systems for electric and heavy-duty vehicles. The company has already made significant progress in solving key issues like slow braking response, reliability, and limited braking force. They’ve developed and tested prototypes that show better braking control and efficiency, especially for electric vehicles, […]

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Exploring a Multi-modal Audio Foundational Model

Boson AI is an early-stage startup of 30 scientists. They are building large language tools for interaction and entertainment. They are seeking interns from the University of Toronto to join them in their Toronto office. The intern will work on modeling and training LLMs, understanding and interpreting model behavior and aligning models to human values. […]

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Development of data pipelines to support a regular reporting format for epidemiological insights and disease trends

Globally, there have been challenges in pulling together data, analyses, epidemiological insights, and unusual infection disease trends into comprehensive and regular reporting, that support pharmaceutical and life sciences organizations with timely intelligence for decision making. BlueDot has the knowledge and expertise to bring together these insights in a highly visual, easily understandable regular reporting format, […]

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Predicting Engine Failure from Vehicle Telematics

(1) Main activities of the partner Geotab is a global leader in telematics specializing in fleet management solutions to enhance operational efficiency, safety, and sustainability. For this project Geotab will be providing their vast collection of data from over 80,000 customers. Additionally, Geotab will provide the intern with support and structure within their data science […]

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Inventing the Future of AI Applications

AXL is a venture studio focused on developing cutting-edge AI-powered applications. Their mission is to create the next generation of human-augmenting AI technologies by identifying real-world challenges and exploring novel technologydriven solutions. AXL conducts applied research in AI and Human-Computer Interaction, with a focus on product development and prototyping to fuel innovative startups. This project […]

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Safety constrained learning for industrial manipulators

1) Ocado group builds the Ocado Smart Platform, an end-to-end ecommerce, fulfilment, and logistics solution for smart online grocery businesses. This team develops cutting edge technologies across robotics, artificial intelligence, machine learning, and data science to support various stages of warehouse automation and logistics. Each application requires robots with specific capabilities tailored to different tasks. […]

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