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Shahin Amiriparian
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Snore sound classification using image-based deep spectrum features
S Amiriparian, M Gerczuk, S Ottl, N Cummins, M Freitag, S Pugachevskiy, ...
2572017
AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition
F Ringeval, B Schuller, M Valstar, N Cummins, R Cowie, L Tavabi, ...
Proceedings of the 9th International on Audio/visual Emotion Challenge and …, 2019
2082019
AVEC 2018 workshop and challenge: Bipolar disorder and cross-cultural affect recognition
F Ringeval, B Schuller, M Valstar, R Cowie, H Kaya, M Schmitt, ...
Proceedings of the 2018 on audio/visual emotion challenge and workshop, 3-13, 2018
1582018
An image-based deep spectrum feature representation for the recognition of emotional speech
N Cummins, S Amiriparian, G Hagerer, A Batliner, S Steidl, BW Schuller
Proceedings of the 25th ACM international conference on Multimedia, 478-484, 2017
1572017
audeep: Unsupervised learning of representations from audio with deep recurrent neural networks
M Freitag, S Amiriparian, S Pugachevskiy, N Cummins, B Schuller
The Journal of Machine Learning Research 18 (1), 6340-6344, 2017
1532017
The INTERSPEECH 2018 computational paralinguistics challenge: atypical and self-assessed affect, crying and heart beats
B Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ...
1382018
The interspeech 2020 computational paralinguistics challenge: Elderly emotion, breathing & masks
BW Schuller, A Batliner, C Bergler, EM Messner, A Hamilton, ...
1202020
The INTERSPEECH 2021 computational paralinguistics challenge: COVID-19 cough, COVID-19 speech, escalation & primates
BW Schuller, A Batliner, C Bergler, C Mascolo, J Han, I Lefter, H Kaya, ...
arXiv preprint arXiv:2102.13468, 2021
1072021
Sequence to sequence autoencoders for unsupervised representation learning from audio
S Amiriparian, M Freitag, N Cummins, B Schuller
DCASE, 17-21, 2017
1062017
The interspeech 2019 computational paralinguistics challenge: Styrian dialects, continuous sleepiness, baby sounds & orca activity
B Schuller, A Batliner, C Bergler, FB Pokorny, J Krajewski, M Cychosz, ...
922019
MULTIMODAL BAG-OF-WORDS FOR CROSS DOMAINS SENTIMENT ANALYSIS
N Cummins, S Amiriparian, S Ottl, M Gerczuk, M Schmitt, B Schuller
43rd IEEE Interna- tional Conference on Acoustics, Speech, and Signal …, 2018
482018
The voice of COVID-19: Acoustic correlates of infection in sustained vowels
KD Bartl-Pokorny, FB Pokorny, A Batliner, S Amiriparian, A Semertzidou, ...
The Journal of the Acoustical Society of America 149 (6), 4377-4383, 2021
412021
Emotion recognition in the wild: Incorporating voice and lip activity in multimodal decision-level fusion
F Ringeval, S Amiriparian, F Eyben, K Scherer, B Schuller
Proceedings of the 16th international conference on multimodal interaction …, 2014
412014
Automatic classification of autistic child vocalisations: A novel database and results
A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...
392017
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
382017
Deep unsupervised representation learning for abnormal heart sound classification
S Amiriparian, M Schmitt, N Cummins, K Qian, F Dong, B Schuller
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
362018
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
362018
Emonet: A transfer learning framework for multi-corpus speech emotion recognition
M Gerczuk, S Amiriparian, S Ottl, BW Schuller
IEEE Transactions on Affective Computing, 2021
342021
CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms
S Amiriparian, S Pugachevskiy, N Cummins, S Hantke, J Pohjalainen, ...
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
312017
An'end-to-evolution'hybrid approach for snore sound classification
M Freitag, S Amiriparian, N Cummins, M Gerczuk, B Schuller
312017
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