Company Filing History:
3 out of 8,384 
2 out of 5,290 
Years Active: 2019-2023
Title: The Innovative Mind of David F. Harwath
Introduction
David F. Harwath is a prominent inventor based in Boston, MA, known for his contributions to the fields of learning devices and methods. With a total of three patents to his name, Harwath has made significant strides in the integration of images and sound through innovative technologies.
Latest Patents
Harwath's latest patents include a learning device, learning method, and learning program for images and sound that utilizes a similarity matrix. This learning device calculates features of data from paired datasets, combining two modalities among multiple modalities. It employs a model that processes data from a corresponding modality and outputs features mapped into an embedding space. The device selects similar data to each target data from a second dataset, ensuring that the features of the data in both datasets are aligned. Another notable patent involves a learning device that calculates image and audio features using models equipped with self-attention mechanisms. This device updates parameters to ensure that the image features correspond closely with the audio features of related speech.
Career Highlights
Throughout his career, David F. Harwath has worked with prestigious organizations, including the Massachusetts Institute of Technology and Nippon Telegraph and Telephone Corporation. His work has focused on advancing the understanding and application of learning technologies, particularly in the realm of multimodal data processing.
Collaborations
Harwath has collaborated with notable individuals in his field, including James Robert Glass and Yasunori Ohishi. These collaborations have contributed to the development of innovative solutions in learning technologies.
Conclusion
David F. Harwath's inventive spirit and dedication to advancing learning technologies have positioned him as a key figure in his field. His patents reflect a deep understanding of the integration of different modalities, paving the way for future innovations.