David E Cox

Title: Innovations by David E. Cox

Introduction

David E. Cox is a prominent inventor based in Raleigh, NC, known for his significant contributions to the field of technology. With a total of 11 patents to his name, he has made remarkable advancements in data augmentation and machine learning techniques. His work is particularly focused on enhancing long-document based predictions and speech synthesis.

Latest Patents

One of his latest patents is titled "Unsupervised cross-domain data augmentation for long-document based prediction and explanation." This innovation provides techniques for creating embeddings of long-document texts using hierarchical sparse self-attention. The system also includes a multi-source counterfactual augmentation module that generates perturbed long-document texts to train the encoder effectively. Another notable patent is "Global prosody style transfer without text transcriptions." This method utilizes a machine learning model to disentangle prosody in spoken natural language, allowing for the synthesis of speech based on content code without requiring text transcriptions.

Career Highlights

David E. Cox is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore and develop cutting-edge technologies that have a significant impact on the industry. His innovative approaches have positioned him as a leader in his field.

Collaborations

Throughout his career, David has collaborated with notable colleagues, including David Bruce Lindquist and Kent F. Hayes, Jr. These collaborations have further enriched his work and contributed to the success of various projects.

Conclusion

David E. Cox's contributions to technology through his patents and innovations demonstrate his expertise and commitment to advancing the field. His work continues to influence the development of machine learning and data augmentation techniques, making a lasting impact on the industry.