Location History:
- Sunnyvale, CA (US) (2020 - 2024)
- Walnut Creek, CA (US) (2024)
Company Filing History:
Years Active: 2020-2024
Title: Eric Dean Battenberg: Innovator in Text-to-Speech Technology
Introduction
Eric Dean Battenberg is a prominent inventor based in Sunnyvale, CA. He holds a total of 6 patents that showcase his expertise in the field of text-to-speech technology. His innovative work has significantly contributed to advancements in machine learning and audio processing.
Latest Patents
Battenberg's latest patents include a neural-network-based text-to-speech model for novel speaker generation. This system and method can obtain text data and output audio data. The input text data may be accompanied by one or more speaker preferences, which can include various speaker characteristics. These preferences are processed by a machine-learned model conditioned on a learned prior distribution to determine a speaker embedding. This embedding is then used with the text data to generate audio data that reflects the text spoken by a novel speaker.
Another notable patent is focused on variational embedding capacity in expressive end-to-end speech synthesis. This method involves estimating an embedding capacity by receiving a reference audio signal and determining a corresponding reference embedding. The process includes measuring reconstruction loss as a function of the embedding dimensionality and obtaining a variational embedding from a variational posterior. This innovative approach allows for a more accurate estimation of the reference embedding's capacity.
Career Highlights
Throughout his career, Eric Dean Battenberg has worked with leading technology companies, including Google Inc. and Baidu USA LLC. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in the field of artificial intelligence and speech synthesis.
Collaborations
Battenberg has collaborated with talented individuals such as Daisy Stanton and Soroosh Mariooryad. These partnerships have fostered a creative environment that has led to the development of innovative solutions in text-to-speech technology.
Conclusion
Eric Dean Battenberg is a key figure in the advancement of text-to-speech technology, with a strong portfolio of patents and a rich career history. His contributions continue to shape the future of audio processing and machine learning.