Matches in SemOpenAlex for { <https://semopenalex.org/work/W2810376486> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W2810376486 abstract "This article presents research performed into the topic of speaker segmentation for meeting rooms. It looks into the algorithms and implementation of offline speaker segmentation and clustering system for a meeting recording where usually single distant microphone is available. The aim of this work is to improve the performance and practicality of speaker segmentation technology in the meeting recording using clustering algorithm. Speaker identification mainly consists of three main parts. It first performs speech/non-speech detection, followed by extraction of speaker information using Mel Frequency Cepstral Coefficient (MFCC) features. Here we observe that MFCC features give better performance and recognize the speakers effectively. Speaker segmentation using MFCC features results in average speaker segmentation accuracy of 78%. However slight confusions where segments of some speakers are assigned wrong labels still exist. These cases are dealt with the help of clustering algorithm. Observation of neighbouring segment sequences is used to replace that segment label by the nearest speaker label. This improves the overall segmentation accuracy to 96%. The deviation from 100% accuracy can be attributed by two primary reasons, viz. boundary condition of speaker transition and segments of speakers with major confusions where decision of “label to be replaced with” is difficult." @default.
- W2810376486 created "2018-07-10" @default.
- W2810376486 creator A5044330336 @default.
- W2810376486 creator A5045284234 @default.
- W2810376486 date "2017-08-01" @default.
- W2810376486 modified "2023-09-26" @default.
- W2810376486 title "Improved speaker segmentation using clustering technique" @default.
- W2810376486 cites W2132634821 @default.
- W2810376486 cites W2159591770 @default.
- W2810376486 cites W2263756708 @default.
- W2810376486 doi "https://doi.org/10.1109/icecds.2017.8389707" @default.
- W2810376486 hasPublicationYear "2017" @default.
- W2810376486 type Work @default.
- W2810376486 sameAs 2810376486 @default.
- W2810376486 citedByCount "0" @default.
- W2810376486 crossrefType "proceedings-article" @default.
- W2810376486 hasAuthorship W2810376486A5044330336 @default.
- W2810376486 hasAuthorship W2810376486A5045284234 @default.
- W2810376486 hasConcept C133892786 @default.
- W2810376486 hasConcept C149838564 @default.
- W2810376486 hasConcept C151989614 @default.
- W2810376486 hasConcept C153180895 @default.
- W2810376486 hasConcept C154945302 @default.
- W2810376486 hasConcept C2778263558 @default.
- W2810376486 hasConcept C28490314 @default.
- W2810376486 hasConcept C2986627078 @default.
- W2810376486 hasConcept C41008148 @default.
- W2810376486 hasConcept C52622490 @default.
- W2810376486 hasConcept C68115822 @default.
- W2810376486 hasConcept C73555534 @default.
- W2810376486 hasConcept C76155785 @default.
- W2810376486 hasConcept C89600930 @default.
- W2810376486 hasConceptScore W2810376486C133892786 @default.
- W2810376486 hasConceptScore W2810376486C149838564 @default.
- W2810376486 hasConceptScore W2810376486C151989614 @default.
- W2810376486 hasConceptScore W2810376486C153180895 @default.
- W2810376486 hasConceptScore W2810376486C154945302 @default.
- W2810376486 hasConceptScore W2810376486C2778263558 @default.
- W2810376486 hasConceptScore W2810376486C28490314 @default.
- W2810376486 hasConceptScore W2810376486C2986627078 @default.
- W2810376486 hasConceptScore W2810376486C41008148 @default.
- W2810376486 hasConceptScore W2810376486C52622490 @default.
- W2810376486 hasConceptScore W2810376486C68115822 @default.
- W2810376486 hasConceptScore W2810376486C73555534 @default.
- W2810376486 hasConceptScore W2810376486C76155785 @default.
- W2810376486 hasConceptScore W2810376486C89600930 @default.
- W2810376486 hasLocation W28103764861 @default.
- W2810376486 hasOpenAccess W2810376486 @default.
- W2810376486 hasPrimaryLocation W28103764861 @default.
- W2810376486 hasRelatedWork W1014281907 @default.
- W2810376486 hasRelatedWork W1506008153 @default.
- W2810376486 hasRelatedWork W1550755746 @default.
- W2810376486 hasRelatedWork W1573979326 @default.
- W2810376486 hasRelatedWork W1942111967 @default.
- W2810376486 hasRelatedWork W1974679869 @default.
- W2810376486 hasRelatedWork W2034761289 @default.
- W2810376486 hasRelatedWork W2069290799 @default.
- W2810376486 hasRelatedWork W2086058259 @default.
- W2810376486 hasRelatedWork W2185075503 @default.
- W2810376486 hasRelatedWork W2784311631 @default.
- W2810376486 hasRelatedWork W2791927058 @default.
- W2810376486 hasRelatedWork W2900796929 @default.
- W2810376486 hasRelatedWork W2902608302 @default.
- W2810376486 hasRelatedWork W2910315363 @default.
- W2810376486 hasRelatedWork W3107302302 @default.
- W2810376486 hasRelatedWork W51581858 @default.
- W2810376486 hasRelatedWork W92234736 @default.
- W2810376486 hasRelatedWork W2433551143 @default.
- W2810376486 hasRelatedWork W2739649994 @default.
- W2810376486 isParatext "false" @default.
- W2810376486 isRetracted "false" @default.
- W2810376486 magId "2810376486" @default.
- W2810376486 workType "article" @default.