Experiments with segmentation in an online speaker diarization system
| dc.contributor.author | Kunešová, Marie | |
| dc.contributor.author | Zajíc, Zbyněk | |
| dc.contributor.author | Radová, Vlasta | |
| dc.date.accessioned | 2017-09-22T07:03:28Z | |
| dc.date.available | 2017-09-22T07:03:28Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract-translated | In offline speaker diarization systems, particularly those aimed at telephone speech, the accuracy of the initial segmentation of a conversation is often a secondary concern. Imprecise segment boundaries are typically corrected during resegmentation, which is performed as the final step of the diarization process. However, such resegmentation is generally not possible in online systems, where past decisions are usually unchangeable. In such situations, correct segmentation becomes critical. In this paper, we evaluate several different segmentation approaches in the context of online diarization by comparing the overall performance of an i-vector-based diarization system set to operate in a sequential manner. | en |
| dc.format | 9 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | KUNEŠOVÁ, Marie; ZAJÍC, Zbyněk; RADOVÁ, Vlasta. Experiments with segmentation in an online speaker diarization system. In: Text, speech and dialogue: proceedings of the 20th international conference TSD 2017. Berlin: Springer, 2017, p. 429-437. (Lectures notes in computer science; 10415). ISBN 978-3-319-64205-5. | en |
| dc.identifier.doi | 10.1007/978-3-319-64206-2_48 | |
| dc.identifier.isbn | 978-3-319-64205-5 | |
| dc.identifier.uri | http://www.kky.zcu.cz/cs/publications/MarieKunesova_2017_Experimentswith | |
| dc.identifier.uri | http://hdl.handle.net/11025/26300 | |
| dc.language.iso | en | en |
| dc.publisher | Springer | en |
| dc.relation.ispartofseries | Lectures notes in computer science; 10415 | en |
| dc.rights | © Springer | en |
| dc.rights.access | openAccess | en |
| dc.subject | diarizace řečníka | cs |
| dc.subject | speaker change detection | cs |
| dc.subject | i-vektory | cs |
| dc.subject | konvoluční neuronová síť | cs |
| dc.subject.translated | speaker diarization | en |
| dc.subject.translated | detekce změny řečníka | en |
| dc.subject.translated | i-vectors | en |
| dc.subject.translated | convolutional neural network | en |
| dc.title | Experiments with segmentation in an online speaker diarization system | en |
| dc.title.alternative | Experimenty se segmentací v online systému pro diarizaci řečníků | cs |
| dc.type | konferenční příspěvek | cs |
| dc.type | conferenceObject | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
Files
Original bundle
1 - 1 out of 1 results
No Thumbnail Available
- Name:
- Kunesova.pdf
- Size:
- 391.14 KB
- Format:
- Adobe Portable Document Format
- Description:
- Plný text
License bundle
1 - 1 out of 1 results
No Thumbnail Available
- Name:
- license.txt
- Size:
- 1.71 KB
- Format:
- Item-specific license agreed upon to submission
- Description: