ALISP-based data compression for generic audio indexing

Houssemeddine Khemiri, Dijana Petrovska Delacrétaz, Gérard Chollet

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper we propose a generic framework to index and retrieve audio. In this framework, audio data is transformed into a sequence of symbols using the ALISP tools. In such a way the audio data is represented in a compact way. Then an approximate matching algorithm inspired from the BLAST technique is exploited to retrieve the majority of audio items that could be present in radio stream. The evaluations of the proposed systems are done on a private radio broadcast database provided by YACAST and other publicly available corpora. The experimental results show an excellent performance in audio identification (for advertisement and songs), audio motif discovery (for advertisement and songs), speaker di-arization and laughter detection. Moreover, the ALISP-based system has obtained the bestresults in ETAPE 2011 (Evaluations en Treatment Automatique de la Parole) evaluation campaign for the speaker diarization task.

Original languageEnglish
Title of host publicationProceedings - DCC 2014
Subtitle of host publication2014 Data Compression Conference
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages273-282
Number of pages10
ISBN (Print)9781479938827
DOIs
Publication statusPublished - 1 Jan 2014
Externally publishedYes
Event2014 Data Compression Conference, DCC 2014 - Snowbird, UT, United States
Duration: 26 Mar 201428 Mar 2014

Publication series

NameData Compression Conference Proceedings
ISSN (Print)1068-0314

Conference

Conference2014 Data Compression Conference, DCC 2014
Country/TerritoryUnited States
CitySnowbird, UT
Period26/03/1428/03/14

Keywords

  • ALISP units
  • audio indexing
  • data compression
  • data-driven audio sequencing

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