Mingbo Ma

Title: Innovations by Inventor Mingbo Ma

Introduction

Mingbo Ma is a notable inventor based in Milpitas, California. He has made significant contributions to the field of language processing and translation technologies. With a total of two patents to his name, his work focuses on improving the efficiency and quality of speech translation.

Latest Patents

Mingbo Ma's latest patents include "Fused acoustic and text encoding for multimodal bilingual pretraining and speech translation." This invention addresses the limitations of existing methods that only learn from one input modality. By developing a fused acoustic and text masked language model (FAT-MLM), he enables a unified representation for both speech and text inputs. This model leverages various types of corpora, including parallel data for speech recognition and machine translation, enhancing the performance of translation tasks.

Another significant patent is "Systems and methods for simultaneous translation with integrated anticipation and controllable latency (STACL)." This invention introduces a prefix-to-prefix framework for simultaneous translation, which allows for low latency and improved quality. The framework includes effective 'wait-k' policy model embodiments that generate target sentences concurrently with source sentences, achieving better results compared to full-sentence translation.

Career Highlights

Mingbo Ma is currently employed at Baidu USA LLC, where he continues to innovate in the field of language technology. His work has garnered attention for its practical applications in real-time translation and communication.

Collaborations

Mingbo has collaborated with notable colleagues such as Liang Huang and Renjie Zheng. Their combined expertise contributes to the advancement of language processing technologies.

Conclusion

Mingbo Ma's contributions to the field of speech translation and language processing are noteworthy. His innovative patents reflect a commitment to enhancing communication technologies. Through his work, he continues to push the boundaries of what is possible in language translation.