Sebastian Cygert - Science profile - Bridge of Knowledge

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Centrum Transferu Wiedzy i Technologii
Location
Al. Zwycięstwa 27, 80-219 Gdańsk
Phone
+48 58 348 62 62
E-mail
biznes@pg.edu.pl

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Publication showcase

  • Toward Robust Pedestrian Detection With Data Augmentation

    In this article, the problem of creating a safe pedestrian detection model that can operate in the real world is tackled. While recent advances have led to significantly improved detection accuracy on various benchmarks, existing deep learning models are vulnerable to invisible to the human eye changes in the input image which raises concerns about its safety. A popular and simple technique for improving robustness is using data...

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  • Creating new voices using normalizing flows

    • P. Biliński
    • T. Merritt
    • A. Ezzerg
    • K. Pokora
    • S. Cygert
    • K. Yanagisawa
    • R. Barra-Chicote
    • D. Korzekwa

    - Year 2022

    Creating realistic and natural-sounding synthetic speech remains a big challenge for voice identities unseen during training. As there is growing interest in synthesizing voices of new speakers, here we investigate the ability of normalizing flows in text-to-speech (TTS) and voice conversion (VC) modes to extrapolate from speakers observed during training to create unseen speaker identities. Firstly, we create an approach for TTS...

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  • Deep Learning-Based, Multiclass Approach to Cancer Classification on Liquid Biopsy Data

    - IEEE Journal of Translational Engineering in Health and Medicine-JTEHM - Year 2024

    The field of cancer diagnostics has been revolutionized by liquid biopsies, which offer a bridge between laboratory research and clinical settings. These tests are less invasive than traditional biopsies and more convenient than routine imaging methods. Liquid biopsies allow studying of tumor-derived markers in bodily fluids, enabling the development of more precise cancer diagnostic tests for screening, disease monitoring, and...

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Obtained scientific degrees/titles

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