This inventor holds 4 USPTO granted patents. Top assignee: Baidu USA LLC. Active years: 2020-2023.
Company Filing History:
Years Active: 2020-2023
Title: Anuroop Sriram: Innovator in Natural Language Processing and Speech Recognition
Introduction
Anuroop Sriram is a prominent inventor based in Sunnyvale, CA (US). He has made significant contributions to the fields of natural language processing and speech recognition. With a total of 4 patents, Sriram's work focuses on enhancing the capabilities of machine learning models.
Latest Patents
One of his latest patents is titled "Cold fusing sequence-to-sequence models with language models." This patent describes systems and methods for generating natural language sentences using Sequence-to-sequence (Seq2Seq) models with attention. The models can be applied in various applications, including machine translation, image captioning, and speech recognition. The performance of these models has been improved by leveraging unlabeled data, often in the form of language models. The disclosed 'Cold Fusion' architecture embodiments utilize a pre-trained language model during training, allowing for better utilization of language information, faster convergence, and improved generalization.
Another notable patent is "Systems and methods for robust speech recognition using generative adversarial networks." This patent outlines a general, scalable, end-to-end framework that employs a generative adversarial network (GAN) objective to enhance speech recognition. The proposed approach allows encoders to learn to map noisy audio to the same embedding space as clean audio, increasing robustness. The framework utilizes a Wasserstein GAN to improve the scalability and effectiveness of seq-to-seq models.
Career Highlights
Anuroop Sriram currently works at Baidu USA LLC, where he continues to innovate in the field of artificial intelligence. His work has garnered attention for its practical applications and advancements in technology.
Collaborations
Sriram collaborates with notable colleagues, including Sanjeev Satheesh and Adam Coates, who contribute to his research and development efforts.
Conclusion
Anuroop Sriram is a key figure in the advancement of natural language processing and speech recognition technologies. His innovative patents and contributions to the field demonstrate his commitment to pushing the boundaries of artificial intelligence.