Company Filing History:
Years Active: 2021-2024
Title: Innovations by Aparna Kumar in Music Technology
Introduction
Aparna Kumar is a talented inventor based in New York, NY, recognized for her significant contributions to the field of music technology. With a total of three patents to her name, Kumar has pushed the boundaries of how music can be analyzed and presented through innovative computational techniques.
Latest Patents
Among Kumar's latest innovations is a patent for "Determining Musical Style Using a Variational Autoencoder." This invention employs a computer to extract the vocal portion from a first audio content item. Subsequently, it determines a first representative vector that corresponds to the vocal style of the first audio content item by utilizing a variational autoencoder (VAE) on the extracted vocal segment. The computer then streams a second audio content item to an electronic device, which has a second representative vector that aligns with the vocal style of the selected audio content. This groundbreaking approach allows for the identification of musical styles based on similarity criteria, enhancing user experience in music streaming.
Another notable patent under Kumar's name also revolves around the "Determining Musical Style Using a Variational Autoencoder." This application describes a method where a computer receives a first audio content item and engages in a process to generate a representation of that audio. A portion is then extracted from the representation, leading to the determination of a representative vector corresponding to the first audio content item, which is stored for further use. These advances have the potential to transform how listeners engage with music by offering tailored audio experiences.
Career Highlights
Kumar works for Spotify, a leading platform in the music streaming industry, where her expertise in technology and music intersects. Her role in innovating audio analysis and representation has significantly benefited the company's offerings and user engagement.
Collaborations
Aparna Kumar collaborates with her colleague Bochen Li, who also brings valuable expertise to the projects they undertake. Their partnership at Spotify exemplifies the collaborative spirit that drives innovation within the tech and music industries.
Conclusion
Aparna Kumar's work exemplifies the essence of innovation in music technology through her patents that leverage advanced computational methods. As she continues to develop her ideas at Spotify, her contributions will undoubtedly lead to more exciting developments in how we experience music.