Company Filing History:
Years Active: 2022-2025
Title: The Innovations of Charles Caleb Peyser
Introduction
Charles Caleb Peyser is a prominent inventor based in New York, NY, known for his significant contributions to the field of speech recognition technology. With a total of three patents to his name, Peyser continues to push the boundaries of innovation in his industry.
Latest Patents
Peyser's most recent patents demonstrate his expertise in developing advanced methodologies for speech recognition. One notable invention is titled "Rare word recognition with LM-aware MWER training." This method involves generating a higher-order feature representation for each acoustic frame in a sequence, and creating multiple speech recognition hypotheses that correspond to potential transcriptions of utterances. It incorporates a unique approach using an external language model to enhance the accuracy of speech recognition through a learnable fusion module.
Another significant patent from Peyser is "Proper noun recognition in end-to-end speech recognition." This invention focuses on training a speech recognition model using a minimum word error rate loss function. It entails generating various hypotheses for proper nouns and applying a penalty to improve the precision of recognition, ensuring that the model meets specific probability thresholds.
Career Highlights
As an inventor at Google Inc., Peyser is at the forefront of research and development in artificial intelligence and machine learning. His work not only showcases his technical proficiency but also his commitment to enhancing user interaction through improved speech recognition technologies.
Collaborations
Throughout his career, Peyser has collaborated with talented colleagues, including Tara N Sainath and Golan Pundak. These partnerships have facilitated the exchange of ideas and further innovation in the field, demonstrating the collaborative spirit essential to advancing technology.
Conclusion
Charles Caleb Peyser stands out as a dedicated inventor whose work has made a significant impact on the realm of speech recognition. His innovative patents reflect a deep understanding of the complexities of language processing, setting new standards for accuracy and efficiency in voice recognition technologies.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.