Company Filing History:
Years Active: 2025
Title: Vinay K Basheerabad: Innovator in NLP-Guided Video Analysis
Introduction
Vinay K Basheerabad is an accomplished inventor based in Princeton, NJ (US). He has made significant contributions to the field of automated scoring of non-cognitive, behavioral performance tasks through his innovative patent.
Latest Patents
Vinay holds a patent titled "NLP-guided video thin-slicing for automated scoring of non-cognitive, behavioral performance tasks." This patent describes a method where data is received that encapsulates a video of a subject performing a task. The video is utilized to generate a transcript using an automatic speech recognition (ASR) system. A plurality of text segments is generated from the transcript and subsequently tokenized. A textual representation of each segment is extracted by a transformer model using the tokenized text segment. Thereafter, for each segment, a fused representation derived from the textual representations and corresponding visual and audio features from the video is generated. A sparse attention machine learning model then selects an optimal slice of the video based on the fused representations. The optimal slice can then be input into one or more machine learning models trained to characterize the performance of the task by the subject. Vinay has 1 patent to his name.
Career Highlights
Vinay is currently employed at Educational Testing Service, where he applies his expertise in developing innovative solutions for educational assessments. His work focuses on enhancing the accuracy and efficiency of scoring non-cognitive tasks through advanced technology.
Collaborations
Vinay has collaborated with notable colleagues, including Chee Wee Leong and Xianyang Chen, to further advance the research and development of his innovative projects.
Conclusion
Vinay K Basheerabad is a pioneering inventor whose work in NLP-guided video analysis is shaping the future of automated scoring in educational assessments. His contributions are significant in enhancing the evaluation of non-cognitive performance tasks.
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