Memorias de investigación
Communications at congresses:
LOW-RESOURCE LANGUAGE RECOGNITION USING A FUSION OF PHONEME POSTERIORGRAM COUNTS, ACOUSTIC AND GLOTTAL-BASED I-VECTORS
Year:2013

Research Areas
  • Electronic technology and of the communications,
  • Electric engineers, electronic and automatic (eil)

Information
Abstract
This paper presents a description of our system for the Albayzin 2012 LRE competition. One of the main characteristics of this evaluation was the reduced number of available files for training the system, especially for the empty condition where no training data set was provided but only a development set. In addition, the whole database was created from online videos and around one third of the training data was labeled as noisy files. Our primary system was the fusion of three different i-vector based systems: one acoustic system based on MFCCs, a phonotactic system using trigrams of phone-posteriorgram counts, and another acoustic system based on RPLPs that improved robustness against noise. A contrastive system that included new features based on the glottal source was also presented. Official and postevaluation results for all the conditions using the proposed metrics for the evaluation and the Cavg metric are presented in the paper.
International
Si
Congress
IEEE (ICASSP) International Conference on acoustics, Speech and Signal Processing 2013
960
Place
Vancouver, Canada
Reviewers
Si
ISBN/ISSN
978-1-4799-0356-6
Start Date
26/05/2013
End Date
31/05/2014
From page
6852
To page
6856
Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2013
Participants

Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Tecnología del Habla
  • Departamento: Ingeniería Electrónica