Adam Coates

Title: The Innovations of Adam Coates

Introduction

Adam Coates is a prominent inventor based in Mountain View, CA. He has made significant contributions to the field of artificial intelligence, particularly in text-to-speech systems and natural language processing. With a total of 8 patents to his name, Coates continues to push the boundaries of technology.

Latest Patents

One of his latest patents is focused on a real-time neural text-to-speech (TTS) system. This innovative system is constructed from deep neural networks and comprises five major building blocks: a segmentation model for locating phoneme boundaries, a grapheme-to-phoneme conversion model, a phoneme duration prediction model, a fundamental frequency prediction model, and an audio synthesis model. The segmentation model utilizes deep neural networks with Connectionist Temporal Classification (CTC) loss for phoneme boundary detection. Additionally, the audio synthesis model is a variant of WaveNet that requires fewer parameters and trains faster than the original. This approach allows for a simpler and more flexible system compared to traditional TTS systems, which often require extensive feature engineering and domain expertise. The inference with this system can be performed faster than real-time.

Another notable patent involves cold fusing sequence-to-sequence models with language models. This patent describes systems and methods for generating natural language sentences using Seq2Seq models with attention. These models can be applied in various applications, including machine translation, image captioning, and speech recognition. The performance of these models is enhanced by leveraging unlabeled data, often in the form of language models. The 'Cold Fusion' architecture allows for better utilization of language information, resulting in faster convergence, improved generalization, and effective transfer to new domains while using less labeled training data.

Career Highlights

Adam Coates is currently employed at Baidu USA LLC, where he continues to innovate and develop cutting-edge technologies. His work has garnered attention in the tech community, and he is recognized for his contributions to the advancement of AI.

Collaborations

Coates has collaborated with notable colleagues, including Sanjeev Satheesh and Gregory Diamos. Their combined expertise has contributed to the success of various projects and innovations in the field.

Conclusion

Adam Coates is a leading figure in the realm of artificial intelligence, with a focus on text-to-speech systems and natural language processing. His innovative