Effrosyni Kokiopoulou

Title: Effrosyni Kokiopoulou: Innovator in Machine Learning and Speech Recognition

Introduction

Effrosyni Kokiopoulou is a prominent inventor based in Adliswil, Switzerland. She has made significant contributions to the fields of machine learning and speech recognition, holding three patents that showcase her innovative spirit and technical expertise.

Latest Patents

One of her latest patents is titled "Flexible parameter sharing for multi-task learning." This patent describes systems and methods for flexible parameter sharing in multi-task learning environments. The training method involves obtaining a test input, selecting a specific task, and training a multi-task machine-learned model using connection probability matrices to generate a sample distribution of test outputs. This innovative approach enhances the efficiency of machine learning models.

Another notable patent is the "Method and system for robust pattern matching in continuous speech for spotting a keyword of interest using orthogonal matching pursuit." This method focuses on speech recognition by extracting time-frequency speech features and aligning reference speech elements. It constructs a common subspace for these features and computes a similarity measure to determine matches between reference elements and test speech streams. This patent significantly advances the capabilities of speech recognition technology.

Career Highlights

Effrosyni has worked with leading companies in the tech industry, including Google Inc. and Nuance Communications, Inc. Her experience in these organizations has allowed her to develop and refine her skills in machine learning and speech recognition.

Collaborations

Throughout her career, Effrosyni has collaborated with notable professionals in her field, including Luciano Sbaiz and Jesse Berent. These collaborations have contributed to her innovative work and the development of her patents.

Conclusion

Effrosyni Kokiopoulou is a trailblazer in the fields of machine learning and speech recognition. Her patents reflect her commitment to advancing technology and her ability to solve complex problems. Her contributions continue to influence the industry and inspire future innovations.