Age and gender classification from speech using decision level fusion and ensemble based techniques

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 2798-2801

  Lingenfelser, Florian ^a   Wagner, Johannes ^a   Vogt, Thurid ^a   Kim, Jonghwa ^a   André, Elisabeth ^a  

^a UNIVERSITY OF AUGSBURG   (Germany)

Author keywords

Age and gender recognition from speech; Decision fusion; Ensemble classification

Indexed keywords

DECISION MAKING; SPEECH RECOGNITION; SPEECH COMMUNICATION;

AGE AND GENDER RECOGNITION; CLASSIFICATION APPROACH; CLASSIFICATION TASKS; DECISION FUSION; DECISION LEVEL FUSION; ENSEMBLE CLASSIFICATION; GENDER CLASSIFICATION; MULTIPLE FEATURES; AGE AND GENDER RECOGNITION FROM SPEECH; AGE CLASSIFICATION; DECISIONS FUSION; ENSEMBLE MEMBERS; PARALINGUISTIC;

SPEECH COMMUNICATION; DECISION MAKING;

EID: 79959842932     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. C. Müller: "Automatic recognition of speakers' age and gender on the basis of empirical studies", INTERSPEECH (2006).
2. B. Schuller, S. Steidl, A. Batliner, F. Burkhardt, L. Devillers, C. Mueller and S. Narayanan: "The Interspeech 2010 Paralinguistic Challenge", INTERSPEECH (2010).
3. T. Bocklet, A. Maier, J. Bauer, F. Burkhardt, E. Nöth: "Age and Gender Recognition for Telephone Applications Based on GMM Supervectors and Support Vector Machines", ICASSP (2008).
4. J. Kim, F. Lingenfelser "Ensemble Approaches To Parametric Decision Fusion For Bimodal Emotion Recognition", Biosignals (2010).
5. B. Schuller, R. Müller, M. Lang, and G. Rigoll: "Speaker independent emotion recognition by early fusion of acoustic and linguistic features within ensembles", INTERSPEECH (2005).
6. C.-C. Lee, E. Mower, C. Busso, S. Lee and S. Narayanan: "Emotion Recognition Using a Hierarchical Binary Decision Tree Approach", INTERSPEECH (2009).
7. J. Wagner, E. André and F. Jung, "Smart sensor integration: A framework for multimodal emotion recognition in real-time", ACII (2009).
8. T. Vogt, E. André, N. Bee, "EmoVoice - A framework for online recognition of emotions from voice", PIT (2008)