INTERSPEECH Emotion Challenge 2009 (=?iso-8859-1?Q?Schuller=2C_Bj=F6rn?= )


Subject: INTERSPEECH Emotion Challenge 2009
From:    =?iso-8859-1?Q?Schuller=2C_Bj=F6rn?=  <schuller@xxxxxxxx>
Date:    Fri, 13 Feb 2009 14:55:16 +0100
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--_002_60939FF998BE064F84A9F6731CF4AEB773D2514638BALZ00SWMBXad_ Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable Dear List,=20 We would like to announce the "Interspeech 2009 Emotion Challenge" that mig= ht be of particular interest to those of you working in the fields of speec= h processing and affective computing. It features prizes in three disciplin= es and accepted papers will be presented in a special session at INTERSPEEC= H 2009. =20 Detailed information can be found at: http://emotion-research.net/sigs/speech-sig/emotion-challenge http://www.interspeech2009.org/conference/specialsessions.php Please do not hesitate to contact us with any additional questions. Thank you and best regards, Bjoern Schuller, Stefan Steidl, Anton Batliner We apologize if you receive this call more than once: Call for Papers -------------------------------------------------------------- INTERSPEECH 2009 Emotion Challenge Feature, Classifier, and Open Performance Comparison for Non-Prototypical Spontaneous Emotion Recognition Organisers: Bjoern Schuller (Technische Universitaet Muenchen, Germany) Stefan Steidl (FAU Erlangen-Nuremberg, Germany) Anton Batliner (FAU Erlangen-Nuremberg, Germany) Sponsored by: HUMAINE Association Deutsche Telekom Laboratories The Challenge ------------- The young field of emotion recognition from voice has recently gained consi= derable interest in Human-Machine Communication, Human-Robot Communication,= and Multimedia Retrieval. Numerous studies have been seen in the last deca= de trying to improve on features and classifiers. However, in comparison to= related speech processing tasks such as Automatic Speech and Speaker Recog= nition, practically no standardised corpora and test-conditions exist to co= mpare performances under exactly the same conditions. Instead, a multiplici= ty of evaluation strategies employed such as crossvalidation or percentage = splits without proper instance definition, prevents exact reproducibility. = Further, to face more realistic use-cases, the community is in desperate ne= ed of more spontaneous and less prototypical data. In these respects, the I= NTERSPEECH 2009 Emotion Challenge shall help bridging the gap between excel= lent research on human emotion recognition from speech and low compatibilit= y of results: the FAU Aibo Emotion Corpus of spontaneous, emotionally colou= red speech, and benchmark results of the two most popular approaches will b= e provided by the organisers. Nine hours of speech (51 children) were recor= ded at two different schools. This allows for distinct definition of test a= nd training partitions incorporating speaker independence as needed in most= real-life settings. The corpus further provides a uniquely detailed transcription of spoken content= with word boundaries, non-linguistic vocalisations, emotion labels, units = of analysis, etc. Three sub-challenges are addressed in two different degrees of difficulty b= y using non-prototypical five or two emotion classes (including a garbage model): * The Open Performance Sub-Challenge allows contributors to find their own = features with their own classification algorithm. However, they will have to stick to the definitio= n of test and training sets. * In the Feature Sub-Challenge, participants are encouraged to upload their= individual best features per unit of analysis with a maximum of 100 per co= ntribution. These features will then be tested by the organisers with equiv= alent settings in one classification task, and pooled together in a feature= selection process. * In the Classifier Sub-Challenge, participants may use a large set of stan= dard acoustic features provided by the organisers for classifier tuning. The labels of the test set will be unknown, but each participant can upload= instance predictions to receive the confusion matrix and results up to 25 = times. As classes are un-balanced, the measure to optimise will be mean rec= all. The organisers will not take part in the sub-challenges but provide baselines.= =20 Overall, contributions using the provided or an equivalent database are sou= ght in (but not limited to) the areas: * Participation in any of the sub-challenges * Speaker adaptation for emotion recognition * Noise/coding/transmission robust emotion recognition * Effects of prototyping on performance * Confidences in emotion recognition * Contextual knowledge exploitation The results of the Challenge will be presented at a Special Session of Inte= rspeech 2009 in Brighton, UK. Prizes will be awarded to the sub-challenge winners and a best paper. If you are interested and planning to participate in the Emotion Challenge,= or if you want to be kept informed about the Challenge, please send the organisers an e-mail to indicate your interest a= nd visit the homepage: http://emotion-research.net/sigs/speech-sig/emotion-challenge ___________________________________________ Dr. Bj=F6rn Schuller Lecturer Technische Universit=E4t M=FCnchen Institute for Human-Machine Communication Theresienstra=DFe 90 Building N1, ground level Room N0135 D-80333 M=FCnchen Germany Fax: ++49 (0)89 289-28535 Phone: ++49 (0)89 289-28548 schuller@xxxxxxxx www.mmk.ei.tum.de/~sch ___________________________________________ This message is confidential. It may also be privileged or otherwise protec= ted by work product immunity or other legal rules. If you have received it = by mistake please let us know by reply and then delete it from your system;= you should not copy it or disclose its contents to anyone. All messages se= nt to and from our institute may be monitored to ensure compliance with int= ernal policies and to protect our business. Emails are not secure and canno= t be guaranteed to be error free as they can be intercepted, amended, lost = or destroyed, or contain viruses. Anyone who communicates with us by email = is taken to accept these risks. --_002_60939FF998BE064F84A9F6731CF4AEB773D2514638BALZ00SWMBXad_ Content-Type: application/pdf; name="emotion-challenge-IS09-cfp.pdf" Content-Description: emotion-challenge-IS09-cfp.pdf Content-Disposition: attachment; filename="emotion-challenge-IS09-cfp.pdf"; size=243119; creation-date="Fri, 13 Feb 2009 14:51:40 GMT"; modification-date="Fri, 13 Feb 2009 14:51:25 GMT" Content-Transfer-Encoding: base64 JVBERi0xLjQNCiW1tbW1DQoxIDAgb2JqDQo8PC9UeXBlL0NhdGFsb2cvUGFnZXMgMiAwIFIvTGFu Zyhlbi1HQikgL1N0cnVjdFRyZWVSb290IDI3IDAgUi9NYXJrSW5mbzw8L01hcmtlZCB0cnVlPj4v T3V0cHV0SW50ZW50c1s8PC9UeXBlL091dHB1dEludGVudC9TL0dUU19QREZBMS9PdXRwdXRDb25k aXRpb25JZGVudGlmaWVyKHNSR0IpIC9SZWdpc3RyeU5hbWUoaHR0cDovL3d3dy5jb2xvci5vcmcp IC9JbmZvKENyZWF0b3I6IEhQICAgICBNYW51ZmFjdHVyZXI6SUVDICAgIE1vZGVsOnNSR0IpIC9E ZXN0T3V0cHV0UHJvZmlsZSAxMjcgMCBSPj5dIC9NZXRhZGF0YSAxMjggMCBSPj4NCmVuZG9iag0K 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This message came from the mail archive
http://www.auditory.org/postings/2009/
maintained by:
DAn Ellis <dpwe@ee.columbia.edu>
Electrical Engineering Dept., Columbia University