Michael James Rodehorst

Title: Michael James Rodehorst: Innovator in Speech Processing Technologies

Introduction

Michael James Rodehorst is a notable inventor based in Belmont, MA, who has made significant contributions to the field of speech processing. With a total of four patents to his name, Rodehorst has developed innovative systems and methods that enhance the accuracy and efficiency of speech command verification and processing.

Latest Patents

Rodehorst's latest patents include a system and method for speech command verification, which determines if audio data contains a representation of a speech command. This invention utilizes a first neural network to process portions of the audio data surrounding a wake trigger. Additionally, a second neural network employs a recurrent neural network to ascertain the presence of the wake trigger within the audio data. Another significant patent focuses on speech processing using a recurrent neural network, which performs wakeword detection by processing variable-length wakewords. This model is designed to minimize the influence of non-wakeword speech by creating multiple instances of the model, each configured with weights derived from training data.

Career Highlights

Rodehorst is currently employed at Amazon Technologies, Inc., where he continues to push the boundaries of speech technology. His work has been instrumental in developing systems that improve user interaction with devices through voice commands.

Collaborations

Some of Rodehorst's notable coworkers include Alexander David Rosen and George Jay Tucker, who contribute to the innovative environment at Amazon Technologies, Inc.

Conclusion

Michael James Rodehorst stands out as a key figure in the advancement of speech processing technologies. His patents reflect a commitment to enhancing the way users interact with technology through voice commands.