scholarly journals Mel frequency cepstral coefficient temporal feature integration for classifying squeak and rattle noise

2021 ◽  
Vol 150 (1) ◽  
pp. 193-201
Author(s):  
Asith Abeysinghe ◽  
Mohammad Fard ◽  
Reza Jazar ◽  
Fabio Zambetta ◽  
John Davy
Keyword(s):  
Feature Integration ◽  
Mel Frequency Cepstral Coefficient ◽  
Temporal Feature

Enhanced Temporal Feature Integration in Audio Semantics via Alpha-Stable Modeling

2021 ◽  
Vol 69 (4) ◽  
pp. 227-237
Author(s):  
Lazaros Vrysis ◽  
Leontios Hadjileontiadis ◽  
Iordanis Thoidis ◽  
Charalampos Dimoulas ◽  
George Papanikolaou
Keyword(s):  
Feature Integration ◽  
Temporal Feature

scholarly journals Temporal Feature Integration for Music Genre Classification

2007 ◽  
Vol 15 (5) ◽  
pp. 1654-1664 ◽  
Author(s):  
Anders Meng ◽  
Peter Ahrendt ◽  
Jan Larsen ◽  
Lars Kai Hansen
Keyword(s):  
Feature Integration ◽  
Genre Classification ◽  
Music Genre ◽  
Temporal Feature ◽  
Music Genre Classification

scholarly journals Exploiting Temporal Feature Integration for Generalized Sound Recognition

2009 ◽  
Vol 2009 (1) ◽  
Author(s):  
Stavros Ntalampiras ◽  
Ilyas Potamitis ◽  
Nikos Fakotakis
Keyword(s):  
Feature Integration ◽  
Sound Recognition ◽  
Temporal Feature

Temporal feature integration in the right parietal cortex

2011 ◽  
Vol 49 (7) ◽  
pp. 1788-1793 ◽  
Author(s):  
Isabel Arend ◽  
Robert Rafal ◽  
Robert Ward
Keyword(s):  
Parietal Cortex ◽  
Feature Integration ◽  
The Right ◽  
Temporal Feature

1D/2D Deep CNNs vås. Temporal Feature Integration for General Audio Classification

2020 ◽  
Vol 68 (1/2) ◽  
pp. 66-77 ◽  
Author(s):  
Lazaros Vrysis ◽  
Nikolaos Tsipas ◽  
Iordanis Thoidis ◽  
Charalampos Dimoulas
Keyword(s):  
Feature Integration ◽  
Audio Classification ◽  
Temporal Feature

scholarly journals An Enhanced Temporal Feature Integration Method for Environmental Sound Recognition

Acoustics ◽  
2019 ◽  
Vol 1 (2) ◽  
pp. 410-422 ◽  
Author(s):  
Vasileios Bountourakis ◽  
Lazaros Vrysis ◽  
Konstantinos Konstantoudakis ◽  
Nikolaos Vryzas
Keyword(s):  
Classification Scheme ◽  
Integration Method ◽  
Temporal Integration ◽  
Feature Integration ◽  
Sound Recognition ◽  
Environmental Sound ◽  
Discriminative Ability ◽  
Performance Improvements ◽  
Standard Frame ◽  
Temporal Feature

Temporal feature integration refers to a set of strategies attempting to capture the information conveyed in the temporal evolution of the signal. It has been extensively applied in the context of semantic audio showing performance improvements against the standard frame-based audio classification methods. This paper investigates the potential of an enhanced temporal feature integration method to classify environmental sounds. The proposed method utilizes newly introduced integration functions that capture the texture window shape in combination with standard functions like mean and standard deviation in a classification scheme of 10 environmental sound classes. The results obtained from three classification algorithms exhibit an increase in recognition accuracy against a standard temporal integration with simple statistics, which reveals the discriminative ability of the new metrics.

scholarly journals Spatial interactions determine temporal feature integration as revealed by unmasking

2006 ◽  
Vol 2 (1) ◽  
pp. 77-85 ◽  
Author(s):  
Michael H. Herzog ◽  
Elisabeth Lesemann ◽  
Christian W. Eurich
Keyword(s):  
Feature Integration ◽  
Spatial Interactions ◽  
Temporal Feature
Sign in / Sign up

Export Citation Format

Share Document