James R Glass

Title: Innovations of James R Glass

Introduction

James R Glass is a notable inventor based in Winchester, MA (US). He has made significant contributions to the field of speech recognition technology. His innovative work has led to the development of a unique patent that enhances the efficiency of speech models.

Latest Patents

James R Glass holds a patent for a self-supervised speech recognition system. This invention involves one or more computer processors that obtain an initial subnetwork at a target sparsity and an initial pruning mask from a pre-trained self-supervised learning (SSL) speech model. The processors finetune the initial subnetwork by zeroing out masked weights specified by the initial pruning mask. They then train a new subnetwork from the zeroed-out subnetwork and prune weights of the lowest magnitude to satisfy the target sparsity. Ultimately, the processors classify an audio segment using the finetuned subnetwork.

Career Highlights

James R Glass is associated with International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore and innovate in the realm of artificial intelligence and machine learning, particularly in speech recognition.

Collaborations

Some of his notable coworkers include Cheng-I Lai and Yang Zhang. Their collaborative efforts have contributed to advancements in speech technology and related fields.

Conclusion

James R Glass is a prominent inventor whose work in self-supervised speech recognition showcases his innovative spirit and technical expertise. His contributions continue to influence the development of advanced speech technologies.