Lahjoita puhetta: a large-scale corpus of spoken Finnish with some benchmarks.
The Donate Speech campaign has so far succeeded in gathering approximately 3600 h of ordinary, colloquial Finnish speech into the Lahjoita puhetta (Donate Speech) corpus. The corpus includes over twenty thousand speakers from all the regions of Finland and from all age brackets. The primary goals of...
| Publicado en: | Language Resources & Evaluation Vol. 57; no. 3; pp. 1295 - 1328 |
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| Autores principales: | , , , , , , , , , |
| Formato: | Artículo |
| Publicado: |
Springer Nature
Sep2023
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=170029254&site=ehost-live header: @attributes: shortDbName: hlh uiTerm: 170029254 longDbName: Humanities International Complete uiTag: AN controlInfo: bkinfo: jinfo: jid: 1574020X 179V jtl: Language Resources & Evaluation issn: 1574020X maglogo: N pubinfo: dt: Sep2023 vid: 57 iid: 3 pid: 237 pub: Springer Nature artinfo: ui: 170029254 10.1007/s10579-022-09606-3 ppf: 1295 ppct: 33 formats: fmt: – @attributes: type: T – @attributes: type: P size: 2.4MB tig: atl: Lahjoita puhetta: a large-scale corpus of spoken Finnish with some benchmarks. aug: au: Moisio, Anssi Porjazovski, Dejan Rouhe, Aku Getman, Yaroslav Virkkunen, Anja AlGhezi, Ragheb Lennes, Mietta Grósz, Tamás Lindén, Krister Kurimo, Mikko affil: Department of Signal Processing and Acoustics, Aalto University, Espoo, Finland Department of Digital Humanities, University of Helsinki, Helsinki, Finland su: Automatic speech recognition Speech perception Speech Corpora Political oratory Colloquial language Finland sug: subj: Finland Automatic speech recognition Speech perception Speech Corpora Political oratory Colloquial language keyword: Gender, age, dialect and topic recognition Speech collection Spoken colloquial language ab: The Donate Speech campaign has so far succeeded in gathering approximately 3600 h of ordinary, colloquial Finnish speech into the Lahjoita puhetta (Donate Speech) corpus. The corpus includes over twenty thousand speakers from all the regions of Finland and from all age brackets. The primary goals of the collection were to create a representative, large-scale resource to study spontaneous spoken Finnish and to accelerate the development of language technology and speech-based services. In this paper, we present the collection process and the collected corpus, and showcase its versatility through multiple use cases. The evaluated use cases include: automatic speech recognition of spontaneous speech, detection of age, gender, dialect and topic and metadata analysis. We provide benchmarks for the use cases, as well downloadable, trained baseline systems with open-source code for reproducibility. One further use case is to verify the metadata and transcripts given in this corpus itself, and to suggest artificial metadata and transcripts for the part of the corpus where it is missing. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: Y custom: Language Resources & Evaluation is a copyright of Springer, 2023. All Rights Reserved. item: Language Resources & Evaluation holder: Springer Nature dt: @attributes: year: 2023 holdings: @attributes: islocal: N |
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