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The INTERSPEECH 2009 emotion challenge
The challenge, the corpus, the features, and benchmark results of two popular approaches towards emotion recognition from speech, and the FAU Aibo Emotion Corpus are introduced.
Opensmile: the munich versatile and fast open-source audio feature extractor
The openSMILE feature extraction toolkit is introduced, which unites feature extraction algorithms from the speech processing and the Music Information Retrieval communities and has a modular, component based architecture which makes extensions via plug-ins easy.
AVEC 2016: Depression, Mood, and Emotion Recognition Workshop and Challenge
The challenge guidelines, the common data used, and the performance of the baseline system on the two tasks are presented, to establish to what extent fusion of the approaches is possible and beneficial.
The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for Voice Research and Affective Computing
A basic standard acoustic parameter set for various areas of automatic voice analysis, such as paralinguistic or clinical speech analysis, is proposed and intended to provide a common baseline for evaluation of future research and eliminate differences caused by varying parameter sets or even different implementations of the same parameters.
Recent developments in openSMILE, the munich open-source multimedia feature extractor
We present recent developments in the openSMILE feature extraction toolkit. Version 2.0 now unites feature extraction paradigms from speech, music, and general sound events with basic video features…
AVEC 2014: 3D Dimensional Affect and Depression Recognition Challenge
The fourth Audio-Visual Emotion recognition Challenge (AVEC 2014) is presented, using a subset of the tasks used in a previous challenge, allowing for more focussed studies and the performance of the baseline system on the two tasks is presented.
The INTERSPEECH 2013 computational paralinguistics challenge: social signals, conflict, emotion, autism
The INTERSPEECH 2013 Computational Paralinguistics Challenge provides for the first time a unified test-bed for Social Signals such as laughter in speech. It further introduces conflict in group…
The INTERSPEECH 2010 paralinguistic challenge
The INTERSPEECH 2010 Paralinguistic Challenge shall help overcome the usually low compatibility of results, by addressing three selected sub-challenges, by address-ing three selected tasks.
AVEC 2011-The First International Audio/Visual Emotion Challenge
- Björn Schuller, M. Valstar, F. Eyben, G. McKeown, R. Cowie, M. Pantic
- Computer ScienceACII
- 9 October 2011
The Audio/Visual Emotion Challenge and Workshop (AVEC 2011) is the first competition event aimed at comparison of multimedia processing and machine learning methods for automatic audio, visual and…