Annotation errors detection in TTS corpora
| dc.contributor.author | Matoušek, Jindřich | |
| dc.contributor.author | Tihelka, Daniel | |
| dc.date.accessioned | 2015-12-15T10:50:55Z | |
| dc.date.available | 2015-12-15T10:50:55Z | |
| dc.date.issued | 2013 | |
| dc.description.abstract-translated | We investigate the problem of automatic detection of annotation errors in single-speaker read-speech corpora used for text-to-speech (TTS) synthesis. Various word-level feature sets were used, and the performance of several detection methods based on support vector machines, extremely randomized trees, k-nearest neighbors, and the performance of novelty and outlier detection are evaluated. We show that both word- and utterance-level annotation error detections perform very well with both high precision and recall scores and with F1 measure being almost 90%, or 97%, respectively. | en |
| dc.format | 5 s. | cs |
| dc.format.mimetype | application/pdf | |
| dc.identifier.citation | MATOUŠEK, Jindřich; TIHELKA, Daniel. Annotation errors detection in TTS corpora. In: Proceedings of ICSPL 2013: 14th Annual Conference of the International Speech Communication Association 2013, Lyon, France, 25-29 August 2013. [Baixas]: ISCA, 2013, p. 1511-1515. IBSN 978-1-62993-443-3. | en |
| dc.identifier.isbn | 978-1-62993-443-3 | |
| dc.identifier.uri | http://www.kky.zcu.cz/cs/publications/MatousekJ_2013_AnnotationErrors | |
| dc.identifier.uri | http://hdl.handle.net/11025/17010 | |
| dc.language.iso | en | en |
| dc.publisher | ISCA | en |
| dc.rights | © Jindřichich Matoušek - Daniel Tihelka | cs |
| dc.rights.access | openAccess | en |
| dc.subject | detekce anotačních chyb | cs |
| dc.subject | klasifikace | cs |
| dc.subject | detekce novinek | cs |
| dc.subject | syntéza řeÄči | cs |
| dc.subject.translated | annotation error detection | en |
| dc.subject.translated | classification | en |
| dc.subject.translated | novelty detection | en |
| dc.subject.translated | speech synthesis | en |
| dc.title | Annotation errors detection in TTS corpora | en |
| dc.title.alternative | Detekce anotačních chyb v korpusech pro TTS | cs |
| dc.type | článek | cs |
| dc.type | article | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
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