This inventor holds 4 USPTO granted patents. Top assignees: International Business Machines Corporation, Apple Inc.. Active years: 1997-2000.
Company Filing History:
3 out of 166,264 
1 out of 43,427 
Years Active: 1997-2000
Title: Innovations of Peter Vincent deSouza
Introduction
Peter Vincent deSouza is a notable inventor based in San Jose, California. He has made significant contributions to the fields of machine learning and speech recognition. With a total of 4 patents, his work has had a profound impact on technology and innovation.
Latest Patents
One of his latest patents is a "System and method for partitioning the feature space of a classifier." This invention provides a method for partitioning the feature space of a classifier using hyperplanes to construct a binary decision tree. The goal is to minimize the average entropy of the empirical class distributions at each node, ultimately leading to more accurate class probability estimations for feature vectors. Another significant patent is a "Method for modeling and recognizing speech including word liaisons." This system identifies spoken liaisoned words by recognizing the relationships between words in a vocabulary, enhancing the accuracy of speech recognition.
Career Highlights
Throughout his career, Peter has worked with prestigious companies such as IBM and Apple Inc. His experience in these leading technology firms has allowed him to develop innovative solutions that address complex problems in computing and communication.
Collaborations
Peter has collaborated with notable professionals in his field, including Lalit R Bahl and Jean-Michel Le Roux. These collaborations have contributed to the advancement of his research and inventions.
Conclusion
Peter Vincent deSouza is a distinguished inventor whose work in machine learning and speech recognition continues to influence the technology landscape. His innovative patents and collaborations reflect his commitment to advancing the field.