| dc.contributor.author |
Krishnathasan, M |
|
| dc.contributor.author |
Amalraj, CRJ |
|
| dc.contributor.editor |
Sudantha, BH |
|
| dc.date.accessioned |
2022-11-18T06:38:04Z |
|
| dc.date.available |
2022-11-18T06:38:04Z |
|
| dc.date.issued |
2019-12 |
|
| dc.identifier.citation |
M. Krishnathasan and C. R. J. Amalraj, "Speaker Change Detection for Conversational Speech using Synthesized Voice Embedding," 2019 4th International Conference on Information Technology Research (ICITR), 2019, pp. 1-5, doi: 10.1109/ICITR49409.2019.9407791. |
en_US |
| dc.identifier.uri |
http://dl.lib.uom.lk/handle/123/19564 |
|
| dc.description.abstract |
Speaker change detection is a prominent area of research in voice tasks for many years but used in very limited areas. Speech segmentation, feature extraction, and classification techniques are used as pipeline modules to detect speaker change in speech signals like conversations. This paper provides an approach to detect speaker changes in a conversational speech. Along with that, this paper demonstrates experiments on various sub modules and hyper parameters in the proposed pipeline. |
en_US |
| dc.language.iso |
en |
en_US |
| dc.publisher |
Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lanka |
en_US |
| dc.relation.uri |
https://ieeexplore.ieee.org/document/9407791/ |
en_US |
| dc.subject |
Speaker Change Detection |
en_US |
| dc.subject |
Voice Clustering |
en_US |
| dc.subject |
Machine learning |
en_US |
| dc.title |
Speaker change detection for conversational speech using synthesized voice embedding |
en_US |
| dc.type |
Conference-Full-text |
en_US |
| dc.identifier.faculty |
IT |
en_US |
| dc.identifier.department |
Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa. |
en_US |
| dc.identifier.year |
2019 |
en_US |
| dc.identifier.conference |
4th International Conference in Information Technology Research 2019 |
en_US |
| dc.identifier.place |
Colombo,Sri Lanka |
en_US |
| dc.identifier.proceeding |
Proceedings of the 4th International Conference in Information Technology Research 2019 |
en_US |
| dc.identifier.doi |
doi: 10.1109/ICITR49409.2019.9407791 |
en_US |