Location History:
- New York, NY (US) (2012 - 2019)
- Mountain View, CA (US) (2022)
Company Filing History:
Years Active: 2012-2025
Title: **Manoj Plakal: Innovator in Audio Semantic Learning and Audiovisual Curation**
Introduction
Manoj Plakal is a prominent inventor based in New York, NY, known for his contributions to the field of audio processing and multimedia curation. With a total of four patents to his name, he has made significant strides in utilizing machine learning techniques to enhance how audio and visual content is classified and stored.
Latest Patents
Manoj’s latest patents showcase his innovative approach to handling audio representations and audiovisual content. One of his notable inventions involves **unsupervised learning of semantic audio representations**. This patent outlines methods for generating training triplets aimed at training multidimensional embeddings that capture the semantic content of non-speech sounds in audio recordings. These embeddings can be employed to cluster audio content, facilitate query-by-example lookups, and enhance audio classification tasks using a triplet loss function.
In addition, he has developed systems and methods that leverage deep learning to **selectively store audiovisual content**. This technology involves a mobile image capture device that can analyze audio signals and images to determine their desirability, enabling smart decisions about which content to store or discard based on the contextual relevance of the multimedia data.
Career Highlights
Manoj Plakal is currently employed at Google Inc., where he contributes to innovative projects at the forefront of technology. His work focuses on integrating machine learning and data analysis to improve user interaction with digital content, particularly in the realms of audio and video processing.
Collaborations
Throughout his career, Manoj has collaborated with noteworthy colleagues such as Benjamin Weinberger and Will Robinson. Together, they have pushed the boundaries of research in multimedia technology, combining their expertise to create cutting-edge solutions that redefine the auditory and visual user experience.
Conclusion
With a robust portfolio of patents and ongoing contributions to Google Inc., Manoj Plakal continues to be a vital figure in the development of innovative audio and audiovisual technologies. His work not only enhances the way users interact with sound and video but also paves the way for future advancements in machine learning applications within these domains.
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.