Data · dataset · 2021
A Speech Synthesis Method based on End-to-End Model for Tibetan multi-speaker
Listed in ScienceDB
"Tibetan TTS generally focuses on a single speaker or a single dialect, and there is a lack of research on Tibetan speech synthesis technology with multi-speaker.
Description
This paper proposes a speech synthesis method, which can synthesize the Tibetan speech for different speakers. First, the Wiley transliteration program is used to convert Tibetan text into Latin letters.
This step will effectively enhance the effect of model learning and reduce the required corpus data set and the workload of text data processing. The following step is to establish a sequence-to-sequence feature prediction network model, extract the Tibetan Latin letters’ feature vector through text preprocessing, map the vector to the mel spectrogram, and combine different WaveNet vocoders trained by different speakers to combine mel spectrogram synthesizes time-domain waveforms.
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The subjective and objective experimental results show that the speech synthesis effect obtained by
Links
Where it is published
- DOI doi.org/10.11922/sciencedb.o00114.00049 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.11922%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Audio 65% · Linguistics 71% · Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.11922/sciencedb.o00114.00049 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:4704 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (71%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |