Rishon Dsouza

Title: Rishon Dsouza: Inventor in Gender-Aware Speech Translation.

Introduction

Rishon Dsouza is an inventor based in Bengaluru, India. His patent work addresses how speech translation can account for the speaker’s gender.

Latest Patents

The provided information lists one patent associated with Dsouza: “Translating Speech in a Gender-Aware Manner.” The technique translates speech from a first language into text in a second language, with the translation adapted to the speaker’s gender. It offers masculine, feminine, and automatic modes. In automatic mode, the system bases its output on characteristics detected in the audio. The described training framework also aims to reduce gender bias in training examples and updates model weights using translation-loss and gender-loss components. Dsouza is credited with 1 patent.

Career Highlights

The supplied information identifies Microsoft Technology Licensing, LLC as Dsouza’s company. His patent describes an approach to machine translation that combines speech analysis with gender-aware output and bias-conscious model training.

Collaborations

Vikas Joshi is identified as Dsouza’s coworker. The available details do not specify their roles in developing the patent.

Conclusion

Rishon Dsouza’s listed patent focuses on making speech translation more responsive to gender while addressing bias in the model’s training data.