Search Results for author: Nathan Paull

Found 2 papers, 2 papers with code

Bridging Modalities: Knowledge Distillation and Masked Training for Translating Multi-Modal Emotion Recognition to Uni-Modal, Speech-Only Emotion Recognition

1 code implementation4 Jan 2024 Muhammad Muaz, Nathan Paull, Jahnavi Malagavalli

This paper presents an innovative approach to address the challenges of translating multi-modal emotion recognition models to a more practical and resource-efficient uni-modal counterpart, specifically focusing on speech-only emotion recognition.

Emotion Recognition Knowledge Distillation

Stable Remaster: Bridging the Gap Between Old Content and New Displays

1 code implementation11 Jun 2023 Nathan Paull, Shuvam Keshari, Yian Wong

We explore the ability to combine multiple independent computer vision tasks to attempt to solve the problem of expanding aspect ratios of old animated content such that the new content would be indistinguishable from the source material to a brand-new viewer.

8k Key Point Matching +2

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