Publications

2023

Julitta Bartolewska, Stanislaw Kacprzak, Konrad Kowalczyk, “Causal Signal-Based DCCRN with Overlapped-Frame Prediction for Online Speech Enhancement.” Proc. Interspeech 2023 (2023): 4039-4043.

Stefanowska, Emilia, and Stanis Kacprzak. “Generating melodic dictations using Markov Chains and LSTM neural networks.” Audio Engineering Society Convention 154. Audio Engineering Society, 2023.

2022

Bartolewska, Julitta, Stanisław Kacprzak, and Konrad Kowalczyk. “Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction}}.” Proc. Interspeech 2022 (2022): 2923-2927.

Kacprzak, Stanisław, Magdalena Rybicka, and Konrad Kowalczyk. “Spoken Language Recognition with Cluster-Based Modeling.” ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2022.

2021

Kacprzak, Stanisław, and Konrad Kowalczyk. “Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices.” 2021 29th European Signal Processing Conference (EUSIPCO). IEEE, 2021.

2019

Ziółko, Mariusz, and Stanisław Kacprzak. “Language ranking based on frequency varieties of phones.” Multimedia Tools and Applications 78.11 (2019): 15575-15588.

2017

Kowalczyk, Konrad, Stanisław Kacprzak, and Mariusz Ziółko. “On the extraction of early reflection signals for automatic speech recognition.” Signal and Image Processing (ICSIP), 2017 IEEE 2nd International Conference on. IEEE, 2017.

Witkowski, M., Kacprzak, S., Zelasko, P., Kowalczyk, K., & Gałka, J. (2017). Audio Replay Attack Detection Using High-Frequency Features. Proc. Interspeech 2017, 27-31. (link)

Kacprzak, Stanisław. “Spoken language clustering in the i-vectors space.” Systems, Signals and Image Processing (IWSSIP), 2017 International Conference on. IEEE, 2017.

Kacprzak, Stanisław, Błażej Chwiećko, and Bartosz Ziółko. “Speech/music discrimination for analysis of radio stations.” Systems, Signals and Image Processing (IWSSIP), 2017 International Conference on. IEEE, 2017.

2016

Kacprzak, Stanisław, Mariusz Mąsior, and Mariusz Ziółko. “Automatic extraction and clustering of phones.” Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2016. IEEE, 2016.

Grzybowska, Joanna, and Stanisław Kacprzak. “Speaker Age Classification and Regression Using i-Vectors.” Interspeech 2016 (2016): 1402-1406. (link)

2015

Igras, M., Kacprzak, S., Mąsior, M., & Ziółko, M. (2015). The acoustic diversity in the phoneme inventories of the world’s languages. Theoria et Historia Scientiarum, 11, 117-128.

Kacprzak, S., Mąsior, M., & Ziółko, M. (2015). Automatyczna ekstrakcja i klasteryzacja głosek w sygnale mowy dla wielojęzykowej analizy porównawczej.Prace Filologiczne, (LXVI), 073-083.

2014

Mąsior, M., & Kacprzak, S. (2014). Data analysis and management engine for signal processing. Studia Informatica, 35(2), 19-28.

2013

Mąsior, M., Igras, M., Ziółko, M., & Kacprzak, S. (2013). Database of speech recordings for comparative analysis of multi-language phonems. Studia Informatica, 34(2B), 79-87.

Kacprzak, S., Ziółko, M., Mąsior, M., Igras, M., & Ruszkiewicz, K. (2013). Statistical analysis of phonemic diversity in languages across the world. InProceedings of XIX National Conference on Applied Mathematics in Biology and Medicine.

Kacprzak, S., & Ziółko, M. (2013). Speech/music discrimination via energy density analysis. In Statistical Language and Speech Processing (pp. 135-142). Springer Berlin Heidelberg.

Mąsior, M., Igras, M., Ziółko, M., Kacprzak, S., & w Krakowie, A. A. G. H.(2013). Baza danych nagrań mowy dla analizy porównawczej różnojęzycznych fonemów. Studia Informatica, 34(2B), 79-87.