Company Filing History:
Years Active: 2024
Title: Patrick Wilken: Innovator in Subtitle Segmentation Technology
Introduction
Patrick Wilken is a notable inventor based in Aachen, Germany. He has made significant contributions to the field of subtitle segmentation through his innovative approach that utilizes artificial neural networks. His work aims to enhance the quality and efficiency of subtitle generation, making it more accessible and accurate for users.
Latest Patents
Wilken holds a patent for a "Method and apparatus for improved automatic subtitle segmentation using an artificial neural network model." This patent describes a subtitle segmentation system that employs a neural network model to identify optimal segment boundaries. The model is trained on millions of professionally segmented subtitles, allowing it to learn the underlying guidelines used by professionals. To control various characteristics of the output subtitles, the neural model is combined with several heuristic features. A dedicated beam search decoder is implemented to find the best segmentation according to the model combination. The system incorporates a trained neural model that includes a word embedding layer, at least two bi-directional LSTM layers, a softmax layer, and program instructions for segmenting text into subtitles.
Career Highlights
Patrick Wilken is currently associated with Applications Technology (AppTek), LLC, where he continues to develop and refine his innovative technologies. His work has garnered attention for its potential to revolutionize the way subtitles are generated and processed.
Collaborations
Wilken collaborates with Evgeny Matusov, contributing to advancements in subtitle technology and artificial intelligence.
Conclusion
Patrick Wilken's contributions to subtitle segmentation technology highlight the intersection of artificial intelligence and practical applications in media. His innovative patent demonstrates the potential for improved accessibility and quality in subtitle generation.