id stringlengths 34 58 | group_id stringclasses 1
value | source stringclasses 1
value | audio_language null | audio stringlengths 9.8k 121k | audio_duration int64 2.3k 30k | previous_text stringlengths 24 575 ⌀ | text_en stringlengths 13 779 | text_language stringclasses 1
value | text stringlengths 17 670 | timestamped_text_en null | timestamped_text null | wav2vec_wer float64 0 0.6 | whisper_wer float64 0 0.8 | verbosity_level int64 8 176 | file stringlengths 38 62 | channels int64 1 1 | frequency int64 16k 16k | language stringclasses 1
value | task stringclasses 1
value | _post_processor null | whisper_transcript stringlengths 65 846 | eval_preds sequencelengths 81 256 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
stortinget-20121010-095511_1486900_1511500 | None | stortinget | null | SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAACrgABIhwAAwUICw4QExUXGhwfIiUnKSwuMTM2OTs+QENFSEtNUFJVV1pcX2JkZ2lsbnF0dnl7foCChYiLjZCSlJeZnJ+ipKapq66xtLa4u73AwsXIys3P0tTX2tzf4eTm6evu8fP2+Pv9AAAAAExhdmM1OC41NAAAAAAAAAAAAAAAACQDwAAAAAAAASIc39zDuAAAAAAAAAAAAAAA//M4xAANmAJSBgBGAMAE... | 24,600 | i tiltak fra EU. Da snakket vi om dumping-spøkelset, som norsk laksenæring er kjent med. Fiskerikommisær Damanaki svarte at nei, tvert imot, de ønsket mer kvalitetssjømat fra Norge, ikke mindre. Svein Flåtten – til oppfølgingsspørsmål. Statsråden bruker krisen i Europa som et eksempel. Men ser hun ikke at det er nettop... | purchasing power in Europe, but that they also consider Norway from its difficult situation to our good situation and wonder what on earth we are doing? I also know the law in this, but this is not law, this is politics, this is solidarity, this is how Norway behaves towards other states. And then I have to ask | no | kjøpekraften i Europa, men at de også betrakter Norge fra sin vanskelige situasjon til vår gode situasjon og lurer på hva i all verden vi driver med? Jeg kjenner også jussen i dette, men dette er ikke juss, dette er politikk, dette er solidaritet, dette er hvordan Norge oppfører seg mot andre stater. Og da må jeg spørr... | null | null | 0.103448 | 0.034483 | 106 | stortinget-20121010-095511_1486900_1511500.mp3 | 1 | 16,000 | no | transcribe | null | <|startoftranscript|><|no|><|transcribe|><|0.00|> redusere kjøpekraften i Europa, men at de også betrakter Norge fra sin vanskelige situasjon til vår gode situasjon og lurer på hva vi i all verden driver med. Jeg kjenner jo også jussen i dette, men dette er ikke jus, dette er politikk, dette er solidaritet, dette er hv... | [
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stortinget-20100325-175434_2m_6517700_6545300 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAADAQABRSA(...TRUNCATED) | 27,600 | "laget problemer på hjemmebane. Det er jo nærmest en litt parodisk tilnærming all den tid de fles(...TRUNCATED) | "However, it may also seem that one's prayers have been heard more than expected, because on Tuesday(...TRUNCATED) | no | "Så kan det også dog virke som at en har blitt mer bønnhørt enn forventet, fordi den svenske reg(...TRUNCATED) | null | null | 0.313433 | 0.104478 | 107 | stortinget-20100325-175434_2m_6517700_6545300.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> Så kan det også virke som om den har blitt mer (...TRUNCATED) | [50258,50288,50360,50365,12728,4608,1141,23864,4107,330,3307,3406,1441,2233,888,593,3551,272,6715,77(...TRUNCATED) |
stortinget-20141211-095720_11500500_11529600 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAADKwABVtg(...TRUNCATED) | 29,100 | "kuttet i Innovasjon Norge og gjennomgangen av deres mål og organisasjonsstruktur – vil være ød(...TRUNCATED) | "in last year's budget ready to reverse the government's cuts in the CO2 compensation scheme. The sa(...TRUNCATED) | no | "i budsjettet i fjor klare på å reversere regjeringens kutt i CO2-kompensasjonsordningen. Det samm(...TRUNCATED) | null | null | 0.578125 | 0.34375 | 92 | stortinget-20141211-095720_11500500_11529600.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> i budsjettet for å revisere regjeringens kutt i (...TRUNCATED) | [50258,50288,50360,50365,741,33916,73,3093,302,337,8841,3698,271,323,1121,73,1794,694,350,13478,741,(...TRUNCATED) |
stortinget-20121123-085441_2547100_2576400 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAADMAABWPQ(...TRUNCATED) | 29,300 | "og i et godt læringsmiljø, ikke minst med gode lærere. Dette er ikke en selvfølge overalt. Det (...TRUNCATED) | "was 41 per cent of the disabled in work. For the population as a whole, the employment rate was 75 (...TRUNCATED) | no | "var 41 pst. av de funksjonshemmede i arbeid. For befolkningen som helhet var sysselsettingsandelen (...TRUNCATED) | null | null | 0.223529 | 0 | 92 | stortinget-20121123-085441_2547100_2576400.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> var 41 pst. av de funksjonshemmede i arbeid. For (...TRUNCATED) | [50258,50288,50360,50365,1374,18173,280,372,13,1305,368,1019,1694,73,892,28005,1912,68,741,40476,327(...TRUNCATED) |
stortinget-20161116-095437_4087700_4116399 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAADIAABUjQ(...TRUNCATED) | 28,699 | "vi mer for tidlig fase, og nå mangler vi venturefasen. Heldigvis har vi fått betydelig flere vent(...TRUNCATED) | "I think it is interesting that we are looking for all the government instruments in this discussion(...TRUNCATED) | no | "Jeg synes det er interessant at vi leter etter alle de statlige virkemidlene i denne diskusjonen n(...TRUNCATED) | null | null | 0.236559 | 0.043011 | 102 | stortinget-20161116-095437_4087700_4116399.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> Jeg synes det er interessant at vi leter etter al(...TRUNCATED) | [50258,50288,50360,50365,17119,943,4081,1141,1189,37748,412,1932,718,260,1030,391,5430,368,2219,75,3(...TRUNCATED) |
stortinget-20130122-095817_9344000_9370500 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAAC4wABOHg(...TRUNCATED) | 26,500 | "er det ikke. Det er et alternativt grunnlag for å rangere søkere som er kvalifisert. De som søke(...TRUNCATED) | "The conclusion has been that today there is no need for such an entrance exam in addition to the No(...TRUNCATED) | no | "Konklusjonen har vært at det i dag ikke er nødvendig med en slik opptaksprøve i tillegg til de n(...TRUNCATED) | null | null | 0.222222 | 0.018182 | 100 | stortinget-20130122-095817_9344000_9370500.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> Konklusjonen har vært at det ikke er nødvendig (...TRUNCATED) | [50258,50288,50360,50365,12718,74,3063,15735,268,2233,18836,17721,412,1141,13076,1189,297,6715,67,85(...TRUNCATED) |
stortinget-20180502-095504_12076100_12097000 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAACRwAA9qg(...TRUNCATED) | 20,900 | "kan være polititaktiske grunner til at man ikke legger ut ting på Twitter. Men det er vanskelig (...TRUNCATED) | "why the police are there, or at least be informed in the form that is possible, that the police are(...TRUNCATED) | no | "hvorfor politiet er der, eller i hvert fall bli opplyst i den formen det er mulig, om at politiet e(...TRUNCATED) | null | null | 0.396825 | 0.0625 | 120 | stortinget-20180502-095504_12076100_12097000.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> hvorfor de er der, eller i hvert fall bli opplyst(...TRUNCATED) | [50258,50288,50360,50365,31459,2994,368,1189,1163,11,12519,741,276,3281,2100,27182,1458,356,372,741,(...TRUNCATED) |
stortinget-20180613-095502_4578100_4607900 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAADPgABXtw(...TRUNCATED) | 29,800 | "årene sett sammenslåinger som vil føre til mer robuste kommuner, kommuner som vil være rustet t(...TRUNCATED) | "the smaller municipalities impose some form of restriction. In larger municipalities, this could be(...TRUNCATED) | no | "legger de mindre kommunene en form for begrensning. I større kommuner ville dette kunne være en m(...TRUNCATED) | null | null | 0.134831 | 0.044944 | 104 | stortinget-20180613-095502_4578100_4607900.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> det mindre kommunene en form for begrensning. For(...TRUNCATED) | [50258,50288,50360,50365,1141,1575,265,26275,1450,465,1254,337,4612,1095,82,773,13,1171,741,342,1549(...TRUNCATED) |
stortinget-20200612-085532_8631600_8656400 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAACswABJDg(...TRUNCATED) | 24,800 | "da? Meg bekjent finnes det ikke noen gryteklare prosjekter der man bare kan gå i gang. Staten har (...TRUNCATED) | "The conclusion here is that you want to drain the oil fund, gamble with the money, and use it so th(...TRUNCATED) | no | "Da er konklusjonen her at man ønsker å tappe oljefondet, gamble med pengene, og bruke dem for at (...TRUNCATED) | null | null | 0.263158 | 0.017544 | 105 | stortinget-20200612-085532_8631600_8656400.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> Da er konklusjonen her at man ønsker å tappe ol(...TRUNCATED) | [50258,50288,50360,50365,3933,1189,21428,3063,15735,268,720,412,587,43008,3695,5767,8841,256,46408,2(...TRUNCATED) |
stortinget-20151201-095629_15005800_15033200 | None | stortinget | null | "SUQzBAAAAAAAI1RTU0UAAAAPAAADTGF2ZjU4LjI5LjEwMAAAAAAAAAAAAAAA//NYwAAAAAAAAAAAAEluZm8AAAAPAAAC/AABQwQ(...TRUNCATED) | 27,400 | "for filmene. Det er fortsatt ikke utviklet gode mekanismer for å sikre rettighetshaverne tilfredss(...TRUNCATED) | "even in hard times. There are ordinary cinema operations in 183 municipalities, and that the villag(...TRUNCATED) | no | "selv i trange tider. Det er ordinær kinodrift i 183 kommuner, samt at bygdekinoen har visninger i (...TRUNCATED) | null | null | 0.222222 | 0 | 104 | stortinget-20151201-095629_15005800_15033200.mp3 | 1 | 16,000 | no | transcribe | null | "<|startoftranscript|><|no|><|transcribe|><|0.00|> selv i trange tider. Det er ordinær kinodrift i (...TRUNCATED) | [50258,50288,50360,50365,33277,741,504,933,256,1438,13,4237,1189,25376,32011,15784,378,35742,741,244(...TRUNCATED) |
Dataset Card for NbAiLab/nb_distil_speech_noconcat_stortinget
Dataset Summary
NbAiLab/nb_distil_speech_noconcat_stortinget is a curated subset of the Stortinget Speech Corpus (SSC), a large-scale Norwegian parliamentary speech dataset. This subset focuses on non-concatenated speech segments and includes automatic transcriptions generated using OpenAI's Whisper model. It is designed to facilitate the development and evaluation of Automatic Speech Recognition (ASR) systems, particularly in Norwegian.
Dataset Structure
Data Fields
Each entry in the dataset comprises the following fields:
id: Unique identifier for the audio segment.group_id: Identifier grouping related segments.source: Origin of the audio, e.g., "stortinget".audio: Path to the audio file.audio_duration: Duration of the audio segment in seconds.previous_text: Text preceding the current segment in the original transcript.text: Official transcript of the audio segment.text_en: English translation of the transcript (if available).text_language: Language code of the transcript (e.g., "no").whisper_transcript: Transcript generated by the Whisper model.whisper_wer: Word Error Rate (WER) of the Whisper transcription.wav2vec_wer: WER of the wav2vec transcription.verbosity_level: Indicator of the verbosity level of the speech.file: Filename of the audio segment.channels: Number of audio channels.frequency: Sampling frequency of the audio.language: Language code of the audio (e.g., "no").task: Task type, e.g., "transcribe".
Data Splits
The dataset is divided into the following splits:
train: Approximately 195,000 segments.validation: Approximately 1,540 segments.validation_clean_stortinget_no: 697 segments.validation_stortinget_no: Approximately 1,540 segments.
Note: The dataset does not include a test split.
Dataset Creation
Source Data
Original Corpus
The dataset is derived from the Stortinget Speech Corpus (SSC), which comprises over 5,000 hours of Norwegian parliamentary speech. The SSC includes:
- Segments: 724,783
- Total Duration: 5,190 hours
- Unique Speakers: 729
Each segment is up to 30 seconds long and is accompanied by transcriptions in Norwegian Bokmål and Nynorsk.
Reference
The creation of the original SSC is detailed in:
Solberg, P. E., Beauguitte, P., Kummervold, P. E., & Wetjen, F. (2023, May). A Large Norwegian Dataset for Weak Supervision ASR. In Proceedings of the Second Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2023) (pp. 48-52). https://aclanthology.org/2023.resourceful-1.7/
Processing
This subset was created by:
- Selecting non-concatenated speech segments from the SSC.
- Generating automatic transcriptions using NB-Whisper Large.
- Including both the official and Whisper-generated transcriptions to facilitate comparative studies and filtering.
Users can leverage the provided WER metrics (whisper_wer and wav2vec_wer) to filter and select high-quality transcriptions for their specific use cases.
Intended Uses
This dataset is intended for:
- Training and evaluating ASR and TTS systems in Norwegian.
- Research on weakly supervised learning for speech recognition.
- Comparative studies between human and machine-generated transcriptions.
Licensing Information
The dataset is released under the Creative Commons Zero (CC0) license, allowing unrestricted use, distribution, and reproduction in any medium.
Citation
If you use this dataset, please cite the following work:
Solberg, P. E., Beauguitte, P., Kummervold, P. E., & Wetjen, F. (2023, May). A Large Norwegian Dataset for Weak Supervision ASR. In Proceedings of the Second Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2023) (pp. 48-52). https://aclanthology.org/2023.resourceful-1.7/
Acknowledgements
The dataset was curated by Per E Kummervold and Freddy Wetjen and released by the Nasjonalbiblioteket AI Lab (NbAiLab), building upon the resources provided by Språkbanken at the National Library of Norway.
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