Company Filing History:
Years Active: 2020-2022
Title: Innovations of Jitong Chen in Speech Synthesis
Introduction
Jitong Chen is an accomplished inventor based in Sunnyvale, CA. He has made significant contributions to the field of speech synthesis, holding a total of 3 patents. His work focuses on advancing technologies that enhance the quality and efficiency of text-to-speech systems.
Latest Patents
One of Jitong Chen's latest patents is titled "Waveform generation using end-to-end text-to-waveform system." This patent describes an innovative end-to-end text-to-speech (TTS) system that utilizes parallel wave generation. The methodology involves distilling a Gaussian inverse autoregressive flow from an autoregressive WaveNet by minimizing a novel regularized Kullback-Leibler (KL) divergence between their output distributions. This approach simplifies the training process and enhances efficiency. Additionally, the patent introduces a fully convolutional text-to-wave neural architecture for speech synthesis, which significantly outperforms previous models.
Another notable patent is focused on "Systems and methods for neural voice cloning with a few samples." This patent addresses the growing demand for personalized speech interfaces through voice cloning. It presents two approaches: speaker adaptation and speaker encoding. Both methods demonstrate impressive performance in generating natural-sounding speech that closely resembles the original speaker, even with minimal audio samples.
Career Highlights
Jitong Chen is currently employed at Baidu USA LLC, where he continues to innovate in the field of speech technology. His work has garnered attention for its potential applications in various industries, including telecommunications and artificial intelligence.
Collaborations
Throughout his career, Jitong has collaborated with talented individuals such as Kainan Peng and Wei Ping. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.
Conclusion
Jitong Chen's contributions to speech synthesis and voice cloning technologies are noteworthy. His innovative patents reflect a commitment to enhancing the capabilities of text-to-speech systems. As he continues to work at Baidu USA LLC, his future endeavors are likely to further impact the field of speech technology.