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Taeyeong Choi

4 accepted papers

2024

EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals

AAAI 2024technical

Individuals with color vision deficiencies (CVDs) often face significant challenges in accessing vital information for decision-making. In response, we introduce EnColor—a deep Encoder-decoder Color corrector for images, enabling individuals with CVDs to perceive the contents in originally intended…

2024

“Allot?” is “A Lot!” Towards Developing More Generalized Speech Recognition System for Accessible Communication

AAAI 2024technical

The proliferation of Automatic Speech Recognition (ASR) systems has revolutionized translation and transcription. However, challenges persist in ensuring inclusive communication for non-native English speakers. This study quantifies the gap between accented and native English speech using Wav2Vec 2.…

Cited by 0SourcePDFScholar
2022

Self-supervised Representation Learning for Reliable Robotic Monitoring of Fruit Anomalies

ICRA 2022poster

Data augmentation can be a simple yet powerful tool for autonomous robots to fully utilise available data for self-supervised identification of atypical scenes or objects. State-of-the-art augmentation methods arbitrarily embed “structural” peculiarity on typical images so that classifying these art…

Cited by 18SourcecodeScholar
2020

Learning local behavioral sequences to better infer non-local properties in real multi-robot systems

ICRA 2020poster

When members of a multi-robot team follow regular motion rules sensitive to robots and other environmental factors within sensing range, the team itself may become an informational fabric for gaining situational awareness without explicit signalling among robots. In our previous work [1], we used ma…

Cited by 7SourceScholar