Szymon Drgas

According to our database, Szymon Drgas authored at least 25 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Dynamic Processing Neural Network Architecture for Hearing Loss Compensation.

Szymon Drgas, Lars Bramsløw, Archontis Politis, Gaurav Naithani, Tuomas Virtanen

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Speech intelligibility prediction using generalized ESTOI with fine-tuned parameters.

Szymon Drgas

Speech Commun., 2024

2023

A Survey on Low-Latency DNN-Based Speech Enhancement.

Szymon Drgas

Sensors, February, 2023

2022

Speech Enhancement by Multiple Propagation through the Same Neural Network.

Tomasz Grzywalski, Szymon Drgas

Sensors, 2022

Speech enhancement using U-nets with wide-context units.

Tomasz Grzywalski, Szymon Drgas

Multim. Tools Appl., 2022

2021

Joint speaker separation and recognition using non-negative matrix deconvolution with adaptive dictionary.

Szymon Drgas, Tuomas Virtanen

Comput. Speech Lang., 2021

2020

Speech enhancement by iterating forward pass through U-net.

Tomasz Grzywalski, Szymon Drgas

Proceedings of the Signal Processing: Algorithms, 2020

2019

Using Recurrences in Time and Frequency within U-net Architecture for Speech Enhancement.

Tomasz Grzywalski, Szymon Drgas

Proceedings of the IEEE International Conference on Acoustics, 2019

Interactive Lungs Auscultation with Reinforcement Learning Agent.

Tomasz Grzywalski, Riccardo Belluzzo, Szymon Drgas, Agnieszka Cwalinska, Honorata Hafke-Dys

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018

Application of recurrent U-net architecture to speech enhancement.

Tomasz Grzywalski, Szymon Drgas

Proceedings of the Signal Processing: Algorithms, 2018

Acoustic Model Training, using Kaldi, for Automatic Whispery Speech Recognition.

Piotr Kozierski, Talar Sadalla, Szymon Drgas, Adam Dabrowski, Joanna Zietkiewicz, Wojciech Giernacki

Proceedings of the Position Papers of the 2018 Federated Conference on Computer Science and Information Systems, 2018

New Grid for Particle Filtering of Multivariable Nonlinear Objects.

Piotr Kozierski, Jacek Michalski, Talar Sadalla, Wojciech Giernacki, Joanna Zietkiewicz, Szymon Drgas

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Parameterization of Sequence of MFCCs for DNN-based voice disorder detection.

Tomasz Grzywalski, Adam Maciaszek, Adam Biniakowski, Jan Orwat, Szymon Drgas, Mateusz Piecuch, Riccardo Belluzzo, Krzysztof Joachimiak, Dawid Niemiec, Jakub Ptaszynski, Krzysztof Szarzynski

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Particle Filtering in Servo Drive Velocity Control with Fractional-Order PI Controller.

Talar Sadalla, Piotr Kozierski, Dariusz Horla, Wojciech Giernacki, Szymon Drgas

Proceedings of the Automation 2018, 2018

2017

Binary Non-Negative Matrix Deconvolution for Audio Dictionary Learning.

Szymon Drgas, Tuomas Virtanen, Jörg Lücke, Antti Hurmalainen

IEEE ACM Trans. Audio Speech Lang. Process., 2017

The impact of vocabulary size and language model order on the polish whispery speech recognition.

Piotr Kozierski, Talar Sadalla, Szymon Drgas, Adam Dabrowski, Joanna Zietkiewicz

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Polish whispery speech recognition - Minimum sampling frequency.

Piotr Kozierski, Talar Sadalla, Szymon Drgas, Adam Dabrowski, Wojciech Giemacki

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

2016

Automatic tuning of hyperparameters for NMF-based face recognition system.

Szymon Drgas, Rafal Zdunek

Proceedings of the Signal Processing: Algorithms, 2016

Particle filter in multidimensional systems.

Piotr Kozierski, Talar Sadalla, Adam Owczarkowski, Szymon Drgas

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

Allophones in automatic whispery speech recognition.

Piotr Kozierski, Talar Sadalla, Szymon Drgas, Adam Dabrowski

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

2015

Speaker recognition based on multilevel speech signal analysis on Polish corpus.

Szymon Drgas, Adam Dabrowski

Multim. Tools Appl., 2015

Speaker Verification Using Adaptive Dictionaries in Non-negative Spectrogram Deconvolution.

Szymon Drgas, Tuomas Virtanen

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2011

Fast Face Localisation Using AdaBoost Algorithm and Identification with Matrix Decomposition Methods.

Tomasz Marciniak, Szymon Drgas, Damian Cetnarowicz

Proceedings of the Multimedia Communications, Services and Security, 2011

Kernel Alignment Maximization for Speaker Recognition Based on High-Level Features.

Szymon Drgas, Adam Dabrowski

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2007

Application of Slope Filtering to Robust Spectral Envelope Extraction for Speech/Speaker Recognition.

Szymon Drgas, Adam Dabrowski

Proceedings of the Human Language Technology. Challenges of the Information Society, 2007