| 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 | 87 | 2017 |
| 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 | 43 | 2018 |
| 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, ... Interspeech, 122-126, 2018 | 41 | 2018 |
| 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 | 41 | 2017 |
| 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 | 33 | 2017 |
| 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 | 31 | 2017 |
| 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 | 28 | 2014 |
| 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 | 20 | 2017 |
| An'End-to-Evolution'Hybrid Approach for Snore Sound Classification. M Freitag, S Amiriparian, N Cummins, M Gerczuk, BW Schuller INTERSPEECH, 3507-3511, 2017 | 19 | 2017 |
| The interspeech 2019 computational paralinguistics challenge: Styrian dialects, continuous sleepiness, baby sounds & orca activity BW Schuller, A Batliner, C Bergler, FB Pokorny, J Krajewski, M Cychosz, ... Proceedings of Interspeech, 2019 | 14 | 2019 |
| Is Deception Emotional? An Emotion-Driven Predictive Approach. S Amiriparian, J Pohjalainen, E Marchi, S Pugachevskiy, BW Schuller INTERSPEECH, 2011-2015, 2016 | 14 | 2016 |
| 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 | 13 | 2019 |
| 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 | 12 | 2017 |
| 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 | 11 | 2017 |
| 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 | 10 | 2018 |
| 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 | 10 | 2018 |
| 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 | 6 | 2018 |
| “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 | 4 | 2019 |
| 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 | 4 | 2018 |
| Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks. S Amiriparian, A Baird, S Julka, A Alcorn, S Ottl, S Petrovic, E Ainger, ... Interspeech, 2334-2338, 2018 | 4 | 2018 |
Björn SchullerProfessor of AI, Imperial College London & University of Augsburg & CSO, audEERINGVerified email at imperial.ac.uk
