Maurice Gerczuk
Maurice Gerczuk
Universität Passau, Universität Augsburg
Verified email at fim.uni-passau.de
Title
Cited by
Cited by
Year
Snore Sound Classification Using Image-Based Deep Spectrum Features.
S Amiriparian, M Gerczuk, S Ottl, N Cummins, M Freitag, S Pugachevskiy, ...
INTERSPEECH 434, 3512-3516, 2017
1052017
Automatic classification of autistic child vocalisations: A novel database and results
A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...
International Speech Communication Association 2017, 849-853, 2017
252017
An'End-to-Evolution'Hybrid Approach for Snore Sound Classification.
M Freitag, S Amiriparian, N Cummins, M Gerczuk, BW Schuller
INTERSPEECH, 3507-3511, 2017
202017
Multimodal Bag-of-Words for cross domains sentiment analysis
N Cummins, S Amiriparian, S Ottl, M Gerczuk, M Schmitt, B Schuller
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
172018
Bag-of-deep-features: Noise-robust deep feature representations for audio analysis
S Amiriparian, M Gerczuk, S Ottl, N Cummins, S Pugachevskiy, B Schuller
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
152018
Sentiment analysis using image-based deep spectrum features
S Amiriparian, N Cummins, S Ottl, M Gerczuk, B Schuller
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
152017
A fusion of deep convolutional generative adversarial networks and sequence to sequence autoencoders for acoustic scene classification
S Arniriparian, M Freitag, N Cummins, M Gerczuk, S Pugachevskiy, ...
2018 26th European Signal Processing Conference (EUSIPCO), 977-981, 2018
92018
“are you playing a shooter again?!” deep representation learning for audio-based video game genre recognition
S Amiriparian, N Cummins, M Gerczuk, S Pugachevskiy, S Ottl, B Schuller
IEEE Transactions on Games, 2019
62019
Deep unsupervised representation learning for audio-based medical applications
S Amiriparian, M Schmitt, S Ottl, M Gerczuk, B Schuller
Deep Learners and Deep Learner Descriptors for Medical Applications, 137-164, 2020
12020
Synchronization in interpersonal speech
S Amiriparian, J Han, M Schmitt, A Baird, A Mallol-Ragolta, M Milling, ...
12019
A Novel Fusion of Attention and Sequence to Sequence Autoencoders to Predict Sleepiness From Speech
S Amiriparian, P Winokurov, V Karas, S Ottl, M Gerczuk, BW Schuller
arXiv preprint arXiv:2005.08722, 2020
2020
Audio-based eating analysis and tracking utilising deep spectrum features
S Amiriparian, S Ottl, M Gerczuk, S Pugachevskiy, B Schuller
2019 E-Health and Bioengineering Conference (EHB), 1-5, 2019
2019
Emotion and themes recognition in music utilising convolutional and recurrent neural networks
S Amiriparian, M Gerczuk, E Coutinho, A Baird, S Ottl, M Milling, ...
2019
Audio-based recognition of bipolar disorder utilising capsule networks
S Amiriparian, A Awad, M Gerczuk, L Stappen, A Baird, S Ottl, B Schuller
2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019
2019
Deep Unsupervised Representation Learning for Audio-Based Medical
S Amiriparian, M Schmitt, S Ottl, M Gerczuk, B Schuller
Deep Learners and Deep Learner Descriptors for Medical Applications, 137, 0
Multi-Agent Reinforcement Learning-From Game Theory to Organic Computing
M Gerczuk
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Articles 1–16