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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, ...
3082017
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
2982019
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
1862018
audeep: Unsupervised learning of representations from audio with deep recurrent neural networks
M Freitag, S Amiriparian, S Pugachevskiy, N Cummins
Journal of Machine Learning Research 18 (173), 1-5, 2018
1782018
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
1762017
The interspeech 2020 computational paralinguistics challenge: Elderly emotion, breathing & masks
BW Schuller, A Batliner, C Bergler, EM Messner, A Hamilton, ...
1442020
The interspeech 2018 computational paralinguistics challenge: Atypical & self-assessed affect, crying & heart beats
BW Schuller, S Steidl, A Batliner, PB Marschik, H Baumeister, F Dong, ...
19th Annual Conference of the International Speech Communication …, 2018
1442018
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
1302021
Sequence to sequence autoencoders for unsupervised representation learning from audio
S Amiriparian, M Freitag, N Cummins, B Schuller
DCASE, 17-21, 2017
1162017
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, ...
1102019
Emonet: A transfer learning framework for multi-corpus speech emotion recognition
M Gerczuk, S Amiriparian, S Ottl, BW Schuller
IEEE Transactions on Affective Computing 14 (2), 1472-1487, 2021
582021
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
572018
The muse 2022 multimodal sentiment analysis challenge: humor, emotional reactions, and stress
L Christ, S Amiriparian, A Baird, P Tzirakis, A Kathan, N Müller, L Stappen, ...
Proceedings of the 3rd International on Multimodal Sentiment Analysis …, 2022
502022
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
482021
Automatic classification of autistic child vocalisations: A novel database and results
A Baird, S Amiriparian, N Cummins, AM Alcorn, A Batliner, ...
452017
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
432018
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
422017
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
402014
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
382018
The ACM multimedia 2022 computational paralinguistics challenge: Vocalisations, stuttering, activity, & mosquitoes
B Schuller, A Batliner, S Amiriparian, C Bergler, M Gerczuk, N Holz, ...
Proceedings of the 30th ACM International Conference on Multimedia, 7120-7124, 2022
362022
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