Han Tao

Title: Han Tao - Innovator in Speech Recognition Technology

Introduction

Han Tao is an inventor based in Singapore, SG. He is known for his innovative work in the field of speech recognition technology. Although he currently holds no granted patents, his contributions to the development of machine learning models for speech recognition are noteworthy.

Latest Patent Applications

Han Tao's latest patent application is titled "IMPROVING SPEECH RECOGNITION BY A MACHINE LEARNING MODEL." This application describes techniques for enhancing speech recognition using a machine learning model. The model includes a speech encoder that generates acoustic representations from input speech, an adapter that creates adapted representations, and a decoder that produces text corresponding to the input speech. A matching loss is applied during the training of the model to ensure that the acoustic representations align with text embeddings. The model is fine-tuned using parameter-efficient low-rank adaptation, aiming for improved performance in automatic speech recognition while maintaining parameter efficiency.

Conclusion

Han Tao's work in improving speech recognition through machine learning demonstrates his commitment to advancing technology in this field. His innovative approach has the potential to significantly enhance the accuracy and efficiency of speech recognition systems.