Personal tools
You are here: Home → workshops_folder → Third International Workshop on EMOTION (satellite of LREC)
Log in


Forgot your password?
 

Third International Workshop on EMOTION (satellite of LREC)

Workshop Details
Recognition of emotion in speech has recently matured to one of the key disciplines in speech analysis serving next generation human-machine and –robot communication and media retrieval systems. However, compared to automatic speech and speaker recognition, where several hours of speech of a multitude of speakers in a great variety of different languages are available, sparseness of resources has accompanied emotion research to the present day: genuine emotion is hard to collect, ambiguous to annotate, and tricky to distribute due to privacy preservation. Previous LREC workshops on Corpora for research on Emotion and Affect (at LREC 2006 and 2008) have helped to consolidate the field, and in particular there is now growing experience of not only building databases but also using them to build systems (for both synthesis and detection). This workshop aims to continue the process, and lays particular emphasis on showing how databases can be or have been used for system building.
23 May 2010 - 23 May 2010   Mediterranean Conference Centre, Valletta, Malta
http://emotion-research.net/sigs/speech-sig/emotion-workshop
Call for Papers

Third International Workshop on EMOTION (satellite of LREC):
CORPORA FOR RESEARCH ON EMOTION AND AFFECT


http://emotion-research.net/sigs/speech-sig/emotion-workshop
Sunday, 23rd May 2010
Mediterranean Conference Centre
Valletta Malta

In Association with
7th INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION
LREC2010 http://www.lrec-conf.org/lrec2010/
Main Conference 19th-21st May 2010



Recognition of emotion in speech has recently matured to one of the key disciplines in speech analysis serving next generation human-machine and –robot communication and media retrieval systems. However, compared to automatic speech and speaker recognition, where several hours of speech of a multitude of speakers in a great variety of different languages are available, sparseness of resources has accompanied emotion research to the present day: genuine emotion is hard to collect, ambiguous to annotate, and tricky to distribute due to privacy preservation.

The few available corpora suffer from a number of issues owing to the peculiarity of this young field: as in no related task, different forms of modelling reaching from discrete over complex to continuous emotions exist, and ground truth is never solid due to the often highly different perception of the mostly very few annotators. Given by the data sparseness – most widely used corpora feature below 30 min of speech – cross-validation without strict test, development, and train partitions, and without strict separation of speakers throughout partitioning are the predominant evaluation strategy, which is obviously sub-optimal. Acting of emotions was often seen as a solution to the desperate need for data, which often resulted in further restrictions such as little variation of spoken content or few speakers. As a result, many interesting potentially progressing ideas cannot be addressed, as clustering of speakers or the influence of languages, cultures, speaker health state, etc..

Previous LREC workshops on Corpora for research on Emotion and Affect (at LREC 2006 and 2008) have helped to consolidate the field, and in particular there is now growing experience of not only building databases but also using them to build systems (for both synthesis and detection). This workshop aims to continue the process, and lays particular emphasis on showing how databases can be or have been used for system building.

Papers are invited in the area of corpora for research on emotion and affect. Topics include, but are not limited to:
  • Novel corpora of affective speech in audio and multimodal data – in particular with high number of speakers and high diversity (language, age, speaking style, health state, etc.)
  • Case studies of the way databases have been or can be used for system building
  • Measures for quantitative corpus quality assessment
  • Standardisation of corpora and labels for cross-corpus experimentation
  • Mixture of emotions (i.e. complex or blended emotions)
  • Real-life applications
  • Long-term recordings for intra-speaker variation assessment
  • Rich and novel annotations and annotation types
  • Communications on testing protocols
  • Evaluations on novel or multiple corpora

ORGANISING COMMITEE
Laurence Devillers / Björn Schuller
LIMSI-CNRS, France

Roddy Cowie / Ellen Douglas-Cowie
Queen's University, UK

Anton Batliner
Universität Erlangen-Nürnberg, Germany

Contact: Laurence Devillers and Björn Schuller, lrec-emotion@limsi.fr

IMPORTANT DATES

Deadline for 1500-2000 words abstract submission    1st March 2010 (NEW)
Notification of acceptance 12th March 2010
Final version of accepted paper 22nd March 2010
Workshop full-day 23rd May 2010

SUBMISSIONS

The workshop will consist of paper and poster presentations.

Submitted abstracts of papers for oral and poster must consist of about 1500-2000 words. Final submissions should be 4-8 pages long, must be in English, and follow the submission guidelines at LREC2010. Papers need to be submitted via the START page of LREC 2010. When submitting a paper from the START page, authors will be asked to provide essential information about resources (in a broad sense, i.e. also technologies, standards, evaluation kits, etc.) that have been used for the work described in the paper or are a new result of your research. For further information on this new iniative, please refer to

http://www.lrec-conf.org/lrec2010/?LREC2010-Map-of-Language-Resources.

Following this initiative, all contributions shall provide an additional corpus description according to a template (with example) provided by the organisers at the time of submission. The information will consist of providing site, domain, classes or dimensions with definition, context, language(s), spoken content, type, status, size, speaker and instance numbers, total duration, recording, encoding and storage details, annotator number, annotation state and format, and partitioning type. In addition they are asked to provide audio examples if possible.

As soon as possible, authors are encouraged to send to lrec-emotion@limsi.fr a brief email indicating their intention to participate, including their contact information and the topic they intend to address in their submissions. Submission site: https://www.softconf.com/lrec2010/EMOTION2010/

Proceedings of the workshop will be printed by the LREC Local Organising Committee.

Submitted papers will undergo peer-review.

TIME SCHEDULE AND REGISTRATION FEE

The workshop will consist of a full-day session, and there will be time for collective discussions.

For this full-day Workshop, the registration fee will be specified on http://emotion-research.net/sigs/speech-sig/emotion-workshop
Deadline:  01 March 2010

This is a event.
 
Powered by Plone

Portal usage statistics