Nicholas Cummins
Nicholas Cummins
Universität Augsburg
Verified email at ieee.org
TitleCited byYear
A review of depression and suicide risk assessment using speech analysis
N Cummins, S Scherer, J Krajewski, S Schnieder, J Epps, TF Quatieri
Speech Communication 71, 10-49, 2015
2012015
Avec 2017: Real-life depression, and affect recognition workshop and challenge
F Ringeval, B Schuller, M Valstar, J Gratch, R Cowie, S Scherer, S Mozgai, ...
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, 3-9, 2017
1032017
An investigation of depressed speech detection: Features and normalization
N Cummins, J Epps, M Breakspear, R Goecke
Twelfth Annual Conference of the International Speech Communication Association, 2011
842011
Snore Sound Classification Using Image-Based Deep Spectrum Features.
S Amiriparian, M Gerczuk, S Ottl, N Cummins, M Freitag, S Pugachevskiy, ...
INTERSPEECH, 3512-3516, 2017
662017
Diagnosis of depression by behavioural signals: a multimodal approach
N Cummins, J Joshi, A Dhall, V Sethu, R Goecke, J Epps
Proceedings of the 3rd ACM international workshop on Audio/visual emotion …, 2013
632013
An investigation of annotation delay compensation and output-associative fusion for multimodal continuous emotion prediction
Z Huang, T Dang, N Cummins, B Stasak, P Le, V Sethu, J Epps
Proceedings of the 5th International Workshop on Audio/Visual Emotion …, 2015
512015
Modeling spectral variability for the classification of depressed speech.
N Cummins, J Epps, V Sethu, M Breakspear, R Goecke
Interspeech, 857-861, 2013
392013
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
372017
Analysis of acoustic space variability in speech affected by depression
N Cummins, V Sethu, J Epps, S Schnieder, J Krajewski
Speech Communication 75, 27-49, 2015
322015
Spectro-temporal analysis of speech affected by depression and psychomotor retardation
N Cummins, J Epps, E Ambikairajah
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
302013
Advanced data exploitation in speech analysis: An overview
Z Zhang, N Cummins, B Schuller
IEEE Signal Processing Magazine 34 (4), 107-129, 2017
292017
Sequence to sequence autoencoders for unsupervised representation learning from audio
S Amiriparian, M Freitag, N Cummins, B Schuller
Proc. of the DCASE 2017 Workshop, 2017
272017
Variability compensation in small data: Oversampled extraction of i-vectors for the classification of depressed speech
N Cummins, J Epps, V Sethu, J Krajewski
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
262014
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
252018
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
252017
Strength modelling for real-worldautomatic continuous affect recognition from audiovisual signals
J Han, Z Zhang, N Cummins, F Ringeval, B Schuller
Image and Vision Computing 65, 76-86, 2017
222017
The use of technology in suicide prevention
ME Larsen, N Cummins, TW Boonstra, B O'Dea, J Tighe, J Nicholas, ...
2015 37th annual international conference of the IEEE engineering in …, 2015
222015
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
The university of passau open emotion recognition system for the multimodal emotion challenge
J Deng, N Cummins, J Han, X Xu, Z Ren, V Pandit, Z Zhang, B Schuller
Chinese Conference on Pattern Recognition, 652-666, 2016
202016
Forensic database of voice recordings of 500+ Australian English speakers
G Morrison, C Zhang, E Enzinger, F Ochoa, D Bleach, M Johnson, ...
URL: http://databases. forensic-voice-comparison. net, 2015
202015
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