This inventor holds 4 USPTO granted patents and 2 published patent applications. Top assignee: Microsoft Technology Licensing, LLC. Active years: 2024-2026.
Company Filing History:
Years Active: 2024-2026
Title: Vikas Joshi: Innovator in Multilingual Speech Recognition
Introduction
Vikas Joshi is a prominent inventor based in Bengaluru, India. He has made significant contributions to the field of speech recognition technology, particularly in multilingual applications. With a total of 4 patents, his work focuses on enhancing the capabilities of automatic speech recognition systems.
Latest Patents
Vikas Joshi's latest patents include innovative systems and methods for neural network multilingual speech recognition. This technology involves improved recognition of multiple languages in audio data. One method includes receiving a trained split head multilingual neural network model, which consists of shared acoustic model layers and various projection layers corresponding to different languages. The system classifies languages of speech in audio data using this advanced model.
Another notable patent is for code-mixed speech recognition using attention and language-specific joint analysis. This automatic speech recognition (ASR) system is designed to recognize speech expressed in different languages. It features a language-agnostic encoding component and a prediction component. The system generates probabilities for symbols in multiple languages and modifies these probabilities using language-specific weighting information produced by an attention system. This allows the ASR system to effectively recognize utterances that combine words from two or more languages, even on resource-constrained computing platforms.
Career Highlights
Vikas Joshi is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop cutting-edge technologies in speech recognition. His work has positioned him as a key player in the advancement of multilingual communication technologies.
Collaborations
He collaborates with talented individuals such as Purvi Agrawal and Rupeshkumar Rasiklal Mehta, contributing to a dynamic and innovative work environment.
Conclusion
Vikas Joshi's contributions to multilingual speech recognition technology demonstrate his commitment to innovation and excellence in the field. His patents reflect a deep understanding of the complexities involved in language processing and recognition.