Tien-Ju Yang

Title: Tien-Ju Yang: Innovator in Speech Recognition Technology

Introduction

Tien-Ju Yang is a prominent inventor based in Mountain View, CA (US). He has made significant contributions to the field of speech recognition technology. His innovative work focuses on improving the efficiency and accuracy of automatic speech recognition (ASR) systems.

Latest Patents

Yang holds a patent titled "Knowledge distillation with domain mismatch for speech recognition." This method involves receiving distillation data that includes a variety of out-of-domain training utterances. For each specific out-of-domain training utterance, the method generates a corresponding augmented out-of-domain training utterance. It also creates a pseudo-label using a teacher ASR model trained on data from a target domain. The process culminates in distilling a student ASR model from the teacher model by training it with the augmented utterances and their corresponding pseudo-labels.

Career Highlights

Tien-Ju Yang is currently employed at Google Inc., where he continues to advance his research in speech recognition. His work has garnered attention for its innovative approach to handling domain mismatches in ASR systems. With a total of 1 patent, Yang's contributions are paving the way for more robust speech recognition technologies.

Collaborations

Yang collaborates with notable colleagues, including You-Chi Cheng and Shankar Kumar. Their combined expertise enhances the research and development efforts at Google Inc.

Conclusion

Tien-Ju Yang is a key figure in the realm of speech recognition, with a focus on innovative methods that address domain mismatches. His work at Google Inc. and his patent contributions are instrumental in shaping the future of ASR technology.