Chunling Ma

Title: The Innovative Contributions of Chunling Ma

Introduction

Chunling Ma is an accomplished inventor based in Redmond, WA (US). She is currently associated with Microsoft Technology Licensing, LLC. Despite having no granted patents to her name, her work in the field of speech synthesis is noteworthy.

Latest Patent Applications

Chunling Ma's latest patent application is titled "CROSS-SPEAKER STYLE TRANSFER SPEECH SYNTHESIS." This disclosure provides methods and apparatuses for training an acoustic model aimed at implementing cross-speaker style transfer. The process involves a style encoder and utilizes training data that includes text, speaker ID, style ID, and acoustic features corresponding to a reference audio. A reference embedding vector is generated through the style encoder based on the acoustic features. Adversarial training is then performed on the reference embedding vector using the style ID and speaker ID to eliminate speaker information while retaining style information. Subsequently, a style embedding vector is created through the style encoder, based on the adversarially trained reference embedding vector. Finally, predicted acoustic features are generated based on a state sequence corresponding to the text, a speaker embedding vector linked to the speaker ID, and the style embedding vector.

Conclusion

Chunling Ma's innovative work in speech synthesis showcases her contributions to the field, even in the absence of granted patents. Her research continues to push the boundaries of technology and highlights the importance of advancements in acoustic modeling.