Siddharth Gururani

Title: Siddharth Gururani: Innovator in Expressive Speech Audio Generation

Introduction

Siddharth Gururani is an accomplished inventor based in Atlanta, GA (US). He has made significant contributions to the field of audio generation, particularly in the context of video game development. With a total of 6 patents to his name, Siddharth is recognized for his innovative approaches to creating expressive speech audio from text data.

Latest Patents

One of Siddharth's latest patents focuses on generating expressive speech audio from text data. This system is designed for use in video game development and includes a user interface that allows users to input text data and select a speech style. The system features a machine-learned synthesizer that comprises a text encoder, a speech style encoder, and a decoder. It generates text encodings from user-input data and combines them with speech style encodings to produce predicted acoustic features. Additionally, the system includes modules that process these features, including a machine-learned vocoder that generates the final waveform of the expressive speech audio.

Another notable patent describes a computer-implemented method for training a machine-learned speech audio generation system. This method aims to generate predicted acoustic features for speech audio used in video games. The training process involves receiving various training examples, which include ground-truth acoustic features, speech content data, and speech expression data. The parameters of the system are updated by minimizing the differences between predicted and actual features, ensuring high-quality audio output.

Career Highlights

Siddharth currently works at Electronic Arts Inc., a leading company in the gaming industry. His work focuses on enhancing the audio experience in video games, making them more immersive and engaging for players. His innovative contributions have positioned him as a key player in the field of audio technology.

Collaborations

Siddharth collaborates with talented individuals such as Kilol Gupta and Zahra Shakeri. Together, they work on advancing the technology behind expressive speech audio, contributing to the overall success of their projects.

Conclusion

Siddharth Gururani is a pioneering inventor whose work in expressive speech audio generation is shaping the future of video game development. His innovative patents and contributions to Electronic Arts Inc. highlight his commitment to enhancing user experiences through technology.