Company Filing History:
Years Active: 2020-2024
Title: Innovations by Tomasz Noczynski
Introduction
Tomasz Noczynski is a notable inventor based in Gdansk, Poland. He has made significant contributions to the field of audio processing and natural language understanding. With a total of 3 patents to his name, Noczynski's work focuses on enhancing communication technologies.
Latest Patents
One of his latest patents is titled "Real-time dynamic noise reduction using convolutional networks." This invention presents a system, method, and computer-readable medium for dynamic noise reduction in voice calls. The system includes an encoder with a short-time Fourier transform module to determine the magnitude and phase spectrum of an input audio signal, which includes both speech and dynamic noise. A separator, coupled to the encoder, utilizes a temporal convolution network (TCN) to develop a separation mask based on the magnitude spectrum. The TCN is trained using a frequency SNR function to calculate loss during training. A mixer then multiplies the separation mask with the magnitude spectrum to separate speech from dynamic noise, resulting in a denoised magnitude spectrum. Finally, a decoder reconstructs the input audio signal without dynamic noise using the denoised magnitude spectrum and the phase spectrum.
Another significant patent is "Spoken language understanding using dynamic vocabulary." This apparatus is designed to detect intent in voiced audio. It includes a receiver that receives one or more word sequence hypotheses related to voiced audio and a dynamic vocabulary. The natural language understander (NLU) detects intent and recognizes properties related to that intent based on the word sequence hypothesis and dynamic vocabulary. The apparatus also features a transmitter that sends the detected intent and recognized properties to an application.
Career Highlights
Tomasz Noczynski is currently employed at Intel Corporation, where he continues to innovate in the field of audio technology. His work has been instrumental in advancing the capabilities of voice recognition and noise reduction systems.
Collaborations
Noczynski has collaborated with talented individuals such as Sebastian Czyryba and Lukasz Kurylo, contributing to the development of cutting-edge technologies in his field.
Conclusion
Tomasz Noczynski's contributions to audio processing and natural language understanding demonstrate his commitment to innovation. His patents reflect a deep understanding of technology and its application in enhancing communication.