Publications & Deliverables

Publications 2016, 2015
Public Deliverables

Publications 2016

Multiscale Kernel Locally Penalised Discriminant Analysis Exemplified by Emotion Recognition in Speech
Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI)
X. Xu, J. Deng, M. Gavryukova, Z. Zhang, L. Zhao, and B. Schuller
Tokyo, Japan, November 2016. pp 233-237

Multimodal Sentiment Analysis in the Wild: Ethical considerations on Data Collection, Annotation, and Exploitation
Proceedings of the 1st International Workshop on ETHics In Corpus Collection, Annotation and Application (ETHI-CA 2)
Satellite of the 10th Language Resources and Evaluation Conference (LREC)
B. Schuller, J.-G. Ganascia, and L. Devillers
Portoroz, Slovenia, pp. 29–34, May 2016

7 Essential Principles to Make Multimodal Sentiment Analysis Work in the Wild
Proceedings of the 4th Workshop on Sentiment Analysis where AI meets Psychology (SAAIP)
Satellite of the 25th International Joint Conference on Artificial Intelligence (IJCAI)
B. Schuller
New York City, NY, 2016. 1 page

Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion utilizing Complex Many-to-Many Alignments
Proceedings of Annual Conference of the International Speech Communication Association
INTERSPEECH
A. E.-D. Mousa and B. Schuller
San Francsico, CA, 2016. pp. 2836-2840

Tendencies Regarding the Effect of Emotional Intensity in Inter Corpus Phoneme-Level Speech Emotion Modelling
Proceedings 2016 IEEE International Workshop on Machine Learning for Signal Processing
MLSP
B. Vlasenko, B. Schuller, and A. Wendemuth
Salerno, Italy, September 2016. 6 pages

Empirical Mode Decomposition: A Data-Enrichment Perspective on Speech Emotion Recognition
Proceedings of International Workshop on Emotion and Sentiment Analysis (ESA)
Satellite of Language Resources and Evaluation Conference (LREC)
Dong, Z. Zhang, and B. Schuller
Portoroz, Slovenia, May 2016, pp. 71-75

Enhancing multilingual recognition of emotion in speech by language identification
Proceedings of Annual Conference of the International Speech Communication Association
INTERSPEECH
H. Sagha, P. Matejka, M. Gavryukova, F. Povolny, E. Marchi, and B. Schuller
San Francsico, CA, 2016. 5 pages, to appear

Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks
Proceedings of Annual Conference of the International Speech Communication Association
INTERSPEECH
Z. Zhang, F. Ringeval, J. Han, J. Deng, E. Marchi, and B. Schuller
San Francsico, CA, 2016. 5 pages, to appear

Discriminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio
Proceedings of the 25th International Joint Conference on Artificial Intelligence
IJCAI
F. Weninger, F. Ringeval, E. Marchi, and B. Schuller
New York City, NY, July 2016, 7 pages, to appear

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models
IEEE Transactions on Affective Computing, vol.PP, no.99, pp.1-1
IEEE
A. Mencattini; E. Martinelli; F. Ringeval; B. Schuller; C. Di Natlae
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7412670&isnumber=5520654

Introducing the Weighted Trustability Evaluator for Crowdsourcing Exemplified by Speaker Likability Classification
Proceedings 10th Language Resources and Evaluation Conference
LREC 2016
Simone Hantke, Erik Marchi and Björn Schuller
ELRA, ELRA. to appear

Enhanced semi-supervised learning for multimodal emotion recognition
UP
ICASSP 2016
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7472666

Cross lingual speech emotion recognition using canonical correlation analysis on principal component subspace
UP
ICASSP 2016
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7472789

Investigation of Bottleneck Features for Emotion Recognition in Brno AV+EC 2015 System
PX, BUT
ICASSP 2016

CILI: the Collaborative Interlingual Index
Francis Bond, Piek Vossen, John P. McCrae and Christiane Fellbaum
NUIG
GWC 2016

Toward a truly multilingual Global Wordnet Grid
Piek Vossen, Francis Bond and John P. McCrae
NUIG
GWC 2016

Adieu features ? End-to-end speech emotion recognition using a deep convolutional recurrent network
UP
ICASSP 2016
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7472669

WTF-LOD – A New Resource for Large-Scale NER Evaluation
Tenth International Conference on Language Resources and Evaluation
LREC 2016
Lubomir Otrusina, Pavel Smrz
http://www.lrec-conf.org/proceedings/lrec2016/pdf/386_Paper.pdf

Publications 2015

Exploring the Importance of Individual Differences to the Automatic Estimation of Emotions Induced by Music
UP
AVEC 2015
http://dl.acm.org/citation.cfm?doid=2808196.2811643

The ICL-TUM-PASSAU Approach for the MediaEval 2015 “Affective Impact of Movies” Task
UP
MediaEval 2015
http://ceur-ws.org/Vol-1436/Paper35.pdf

Cross-Language Acoustic Emotion Recognition : An Overview and Some Tendencies
UP
ACII 2015
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7344561&tag=1

A Linked Data Model for Multimodal Sentiment and Emotion Analysis. En Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications, páginas 11-19
Sánchez-Rada, J. F., Iglesias, C. A. & Gil, R
UPM
LDL2015
http://aclweb.org/anthology/W/W15/W15-0113.pdf

Aspect based Sentiment Analysis of Spanish Tweets. En Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference, páginas 29-34
Araque, O., Corcuera-Platas, I., Román-Gómez, C., Iglesias, C. A. & Sánchez-Rada, J. F
UPM
TASS 2015
http://ceur-ws.org/Vol-1397/gsi.pdf

Curse or Boon? Presence of Subjunctive Mood in Opinionated Text
S. Negi, P. Buitelaar
NUIG
IWCS 2015
http://www.aclweb.org/anthology/W/W15/W15-01.pdf#page=117

Towards the extraction of customer-to-customer suggestions from reviews, in: Proceedings of the 2015 Conference on Empirical
Methods in Natural Language Processing

S. Negi, P. Buitelaar
NUIG
EMNLP 2015
https://aclweb.org/anthology/D/D15/D15-1258.pdf

Community Topic Usage in Social Networks, CIKM Workshop on Topic Modelling, Post Processing and Applications
I.Wood
NUIG
ICWSM 2015
http://dl.acm.org/citation.cfm?doid=2809936.2809937

List of Public Deliverables

This list contains all public deliverables produced within MixedEmotions from April 2015 to March 2017.

Del. no. Deliverable name Delivery date
(proj. month)
D1.9 Data Management Plan V1, PDF M3
D1.10 Data Management Plan, final version, PDF M14
D1.11 Data Management Report, PDF M24
D2.1 Common Methodology and Infrastructure Specification, PDF M1
D3.1 Architecture Specification and Platform Implementation, initial version, PDF M9
D3.2 Architecture Specification and Platform Implementation, final version, PDF M18
D3.3 Final Version of the MixedEmotions Platform, PDF M24
D3.4 Accelaration of Large-scale Emotion Analysis Methods, initial version, PDF M12
D3.5 Accelaration of Large-scale Emotion Analysis Methods, final version, PDF M24
D4.1 Emotion Recognition from Multilingual Audio Content, initial version, PDF M9
D4.2 Emotion Recognition from Multilingual Audio Content, final version, PDF M18
D4.3 Emotion Recognition from Multilingual Textual Content, initial version, PDF M9
D4.4 Emotion Recognition from Multilingual Textual Content, final version, PDF M18
D4.5 Emotion Recognition from Image and Video Content, initial version, PDF M9
D4.6 Emotion Recognition from Image and Video Content, final version, PDF M18
D4.7 Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, initial version, PDF M9
D4.8 Adaptive Multilingual, Multimodal Fusion for Emotion Recognition, final version, PDF M18
D4.9 Social Context Analysis for Emotion Recognition, initial version, PDF M9
D4.10 Social Context Analysis for Emotion Recognition, final version, PDF M18
D5.1 Data Modelling for the Social Semantic Knowledge Graph, initial version, PDF M4
D5.2 Data Modelling for the Social Semantic Knowledge Graph, final version, PDF M12
D5.3 Social Semantic Knowledge Graph, Infrastructure and API, initial version, PDF M12
D6.1 Social TV Pilot Implementation, inital version, PDF M12
D6.2 Social TV Pilot Implementation, final version, PDF M21
D6.3 Brand Reputation Management Pilot Implementation, initial version, PDF M12
D6.4 Brand Reputation Management Pilot Implementation, final version, PDF M21
D6.5 Call Center Operations Pilot Implementation, initial version, PDF M12
D6.6 Call Center Operations Pilot Implementation, final version, PDF M21
D7.1 MixedEmotions Website Online, PDF M1
D7.2 Communiation Plan, PDF M3
D7.3 Communication Report, inital version, PDF M12
D7.4 Communication Report, final version, PDF M24
D7.5 Dissemination Plan, PDF M3
D7.6 Dissemination Report, inital version, PDF M12
D7.7 Dissemination Report, final version, PDF M24
D7.11 Detailled Training Activities Plan, PDF M3
D7.12 MixedEmotions Technology Webinar, v1, PDF M12
D7.13 MixedEmotions Technology Webinar, v2, PDF M21