A Review of Audio Features and Statistical Models Exploited for Voice Pattern Design

Ngoc Q. K. Duong 1, * Hien-Thanh Duong 2
* Auteur correspondant
1 Technicolor Imaging Science Lab
Technicolor [Cesson Sévigné]
Abstract : Audio fingerprinting, also named as audio hashing, has been well-known as a powerful technique to perform audio identification and synchronization. It basically involves two major steps: fingerprint (voice pattern) design and matching search. While the first step concerns the derivation of a robust and compact audio signature, the second step usually requires knowledge about database and quick-search algorithms. Though this technique offers a wide range of real-world applications, to the best of the authors' knowledge, a comprehensive survey of existing algorithms appeared more than eight years ago. Thus, in this paper, we present a more up-to-date review and, for emphasizing on the audio signal processing aspect, we focus our state-of-the-art survey on the fingerprint design step for which various audio features and their tractable statistical models are discussed.
Type de document :
Communication dans un congrès
Seventh International Conferences on Pervasive Patterns and Applications (PATTERNS 2015), Mar 2015, Nice, France. 〈http://www.iaria.org/conferences2015/PATTERNS15.html〉
Liste complète des métadonnées

Littérature citée [42 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01119503
Contributeur : Ngoc Duong <>
Soumis le : mardi 24 février 2015 - 14:43:36
Dernière modification le : mardi 24 février 2015 - 14:47:47
Document(s) archivé(s) le : mercredi 27 mai 2015 - 09:52:37

Fichiers

bare_conf.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

  • HAL Id : hal-01119503, version 1
  • ARXIV : 1502.06811

Citation

Ngoc Q. K. Duong, Hien-Thanh Duong. A Review of Audio Features and Statistical Models Exploited for Voice Pattern Design. Seventh International Conferences on Pervasive Patterns and Applications (PATTERNS 2015), Mar 2015, Nice, France. 〈http://www.iaria.org/conferences2015/PATTERNS15.html〉. 〈hal-01119503〉

Partager

Métriques

Consultations de la notice

95

Téléchargements de fichiers

132