Dataset for primary stress identification in Croatian and related languages and dialects

 
CLARIN.SI data & tools
  Authors
Ljubešić, Nikola ; Rupnik, Peter ; Porupski, Ivan ; Robida, Nejc and Potočnjak, Mirna
  Item identifier
http://hdl.handle.net/11356/2038
 Project URL
https://clarinsi.github.io/parlaspeech/
 Demo URL
https://huggingface.co/classla/Wav2Vec2BertPrimaryStressAudioFrameClassifier
 Referenced by
https://doi.org/10.48550/arXiv.2505.24571
 Date issued
2025-05-30
 Type
audio, corpus
 Size
860 items, 9244 seconds, 12774 words
 Language(s)
Chakavian , Croatian , Serbian , Slovenian
 Description
The dataset contains recordings and offset annotations of a sample of the Croaitan parliamentary recordings from the corpus ParlaSpeech-HR. It contains training and testing data for primary stress identification from the speech signal on the level of a single word. Additional test datasets are available in three languages / dialects: Slovenian, Chakavian dialect of Croatian, and Serbian. The data is split in four sections based on their provenance: ParlaStress-HR.jsonl - Croatian train and test datasets, sampled from the ParlaSpeech-HR 2.0 (http://hdl.handle.net/11356/1914) ParlaStress-SR.jsonl - Serbian test dataset, sampled from the ParlaSpeech-RS (http://hdl.handle.net/11356/1834) MićiPrinc-CKM.jsonl - Chakavian test dataset, sampled from the Mići Princ dataset (http://hdl.handle.net/11356/1765) Artur-SL.jsonl - Slovenian test dataset, sampled from the Artur dataset (http://hdl.handle.net/11356/1776) All JSONL files have the following attributes: * id: string * audio_wav: string, path to the audio file * audio_start, audio_end: float, seconds of the start and end times in the original audio file, useful for calculating sample duration, as well as reference to original audio * multisyllabic_words: a list of dictionaries, each entry corresponding to one multisyllabic word with stress information, with keys: word: string, word in question time_s: float, start of word in seconds from the start of the recording, time_e: float, end of word in seconds from the start of the recording, syllable_count: int, number of syllables in the word, stress: a list with a single dictionary (for consistency with unstressed) describing the stressed vowel with keys: vowel: string, character of the word that is stressed time_s: float, vowel start in seconds from the start of the word time_e: float, vowel end in seconds from the start of the word char_idx: int, index of stressed character in the word unstress: same as stress, but for unstressed vowels * graphalign_intervals: a list of dictionaries describing time alignment of individual graphemes / phonemes, with keys: label: string, character that is being aligned time_s: float, character start in seconds from the start of the word time_e: float, character end in seconds from the start of the word In addition, ParlaStress-HR.jsonl also has the attribute "split_speaker" that assigns individual instances into "train" or "test" splits. These splits ensure that different speakers are found in the training and the testing section.
 Publisher
Jožef Stefan Institute
 Acknowledgement
ARRS (Slovenian Research Agency) J7-4642 "MEZZANINE"
ARIS (Slovenian Research and Innovation Agency) GC-0002 "LLM4DH: Large Language Models for Digital Humanities"
ARRS (Slovenian Research Agency) P6-0411 "Language Resources and Technologies for Slovene"
Institute of Contemporary History DARIAH "DARIAH-SI"
Jožef Stefan Institute CLARIN "CLARIN.SI"
 Subject(s)
primary stress word stress phonetics speech database
 Collection(s)
CLARIN.SI data & tools
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Icon
Name
ParlaStress.JSONL.zip
Size
1.28 MB
Format
application/zip
Description
JSONL files to all 4 datasets and README
MD5
f2da87e6f65351131ffb4bc988d7a87e
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  • ParlaStress
    • Artur-SL.jsonl84 kB
    • README.txt3 kB
    • ParlaStress-SR.jsonl421 kB
    • ParlaStress-HR.jsonl8 MB
    • MićiPrinc-CKM.jsonl187 kB
Icon
Name
ParlaStress.wav.zip
Size
244.64 MB
Format
application/zip
Description
Audio files
MD5
82a466614bc5ab5e717a74aabe735e28
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README.txt
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README
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# Dataset for primary stress identification in Croatian speech ParlaStress-HR

The dataset contains recordings and offset annotations of a sample of the Croaitan parliamentary recordings from the corpus ParlaSpeech-HR, to be used as training and testing data for primary stress identification from the speech signal on the level of a single word. Additional test datasets are available in three languages: Slovenian, Chakavian dialect of Croatian, and Serbian.

The data is split in four sections based on their provenance:
ParlaStress-HR.jsonl - Croatian train and test datasets, sampled from ParlaSpeech-HR 2.0 (http://hdl.handle.net/11356/1914)
ParlaStress-SR.jsonl - Serbian test dataset, sampled from ParlaSpeech-RS (http://hdl.handle.net/11356/1834)
MićiPrinc-CKM.jsonl - Chakavian test dataset, sampled from Miči Princ dataset (http://hdl.handle.net/11356/1765)
Artur-SL.jsonl - Slovenian test dataset, sampled from Artur dataset (http://hdl.handle.net/11356/1776)

All JSONL files have the fo . . .

Partners

Partners

Repository

This platform runs under the software developed for the LINDAT/CLARIAH-CZ repository for linguistics, available on GitHub

CLARIN.SI is supported by the Ministry of Education, Science and Sport of the Republic of Slovenia
under the Programme of "Research Infrastructures".