Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Synthetic Sound Event Detection based on MFCC
Year:2016
Research Areas
  • Electronic technology and of the communications
Information
Abstract
This paper presents a sound event detection system based on mel-frequency cepstral coefficients and a non-parametric classifier. System performance is tested using the training and development datasets corresponding to the second task of the DCASE 2016 challenge. Results indicate that the most relevant spectral information for event detection is below 8000 Hz and that the general shape of the spectral envelope is much more relevant than its fine details.
International
Si
Congress
DCASE2016 Workshop. Workshop on Detection and Classification of Acoustic Scenes and Events
970
Place
Budapest, Hungría
Reviewers
Si
ISBN/ISSN
978-952-15-3807-0
Start Date
03/09/2016
End Date
03/09/2016
From page
30
To page
34
Proceedings of the Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016) http://www.cs.tut.fi/sgn/arg/dcase2016/workshop-proceedings
Participants
  • Autor: Juana Maria Gutierrez Arriola (UPM)
  • Autor: Ruben Fraile Muñoz (UPM)
  • Autor: Alexander Camacho Curletti (Universidad Politécnica de Madrid)
  • Autor: Thibaut Durand (Universidad Politécnica de Madrid)
  • Autor: Jaime Leonardo Jarrín Valencia (Universidad Politécnica de Madrid)
  • Autor: Shirlye Robmirel Mendoza Rojas (Universidad Politécnica de Madrid)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Aplicaciones Multimedia y Acústica
  • Centro o Instituto I+D+i: Tecnologías del Software y Sistemas Multimedia para la Sostenibilidad (CITSEM)
  • Departamento: Teoría de la Señal y Comunicaciones (Provisional)
S2i 2020 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)