Integration of evolutionary computation algorithms and new AUTO-TLBO technique in the speaker clustering stage for speaker diarization of broadcast news

Integration of evolutionary computation algorithms and new AUTO-TLBO technique in the speaker clustering stage for speaker diarization of broadcast news

Abstract The task of speaker diarization is to answer the question "who spoke when?" In this paper, we present different clustering approaches which consist of Evolutionary Computation Algorithms (ECAs) such as Genetic Algorithm (GA), Particle Swarm Optimization (PSO) algorithm, and Differ...

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Bibliographic Details
Main Authors: Karim Dabbabi, Salah Hajji, Adnen Cherif
Format: Article
Language:English
Published: SpringerOpen 2017-09-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Speaker diarization
PSO algorithm
GA algorithm
DE algorithm
TLBO technique
EA algorithms
Online Access:http://link.springer.com/article/10.1186/s13636-017-0117-1

Internet

http://link.springer.com/article/10.1186/s13636-017-0117-1

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