Zoltan Tueske

Title: Zoltan Tueske: Innovator in Machine Learning and Spoken Language Understanding

Introduction

Zoltan Tueske is a prominent inventor based in White Plains, NY (US), known for his contributions to the fields of machine learning and spoken language understanding. With a total of seven patents to his name, he has made significant strides in enhancing the capabilities of artificial intelligence systems.

Latest Patents

One of Zoltan's latest patents focuses on "Reducing exposure bias in machine learning training of sequence-to-sequence transducers." This innovation provides mechanisms for performing machine learning training of a computer model. A perturbation generator is utilized to create modified training data by injecting perturbations into the original training data, leading to data corruption. The modified data is then processed through a prediction network to generate a prediction output. The training of the prediction network is executed based on this output and the original data, resulting in a trained prediction network that can be deployed in an artificial intelligence computing system for inference operations.

Another notable patent is "Integrating dialog history into end-to-end spoken language understanding systems." This invention involves receiving audio signals that represent a current utterance in a conversation, along with a dialog history that includes information from past utterances. The dialog history is encoded into an embedding, and a spoken language understanding neural network model is trained to perform tasks based on input features, including speech features and the embedding. This task may involve predicting dialog actions, intents, or the overall topic of the conversation.

Career Highlights

Zoltan is currently employed at International Business Machines Corporation (IBM), where he continues to push the boundaries of technology through his innovative work. His expertise in machine learning and spoken language understanding has positioned him as a key player in the development of advanced AI systems.

Collaborations

Zoltan has collaborated with notable coworkers, including Samuel Jonathan Thomas and Brian E D Kingsbury, contributing to a dynamic and innovative work environment.

Conclusion

Zoltan Tueske's contributions to machine learning and spoken language understanding exemplify the impact of innovation in technology. His patents reflect a commitment to advancing artificial intelligence, making him a significant figure in the field.