{"article":{"annotation":{"article_id":"basis-releases-global-emotions-speech-dataset-october-2026","available_at":"2026-10-15T19:00:54.243542Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"c8dff5a49621e98b4fe728235be560370ad47b930a8ca559f263999ff35a0c42","input_sha256":"09fa6d3799b9cee9994caa9f4cbf763550507ec1e3a9910278db4fbdf333e934","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:20001298","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: AI","source_urls":["https://huggingface.co/blog/basis-ai/global-emotions"]}],"method":"controlled-rules-v1","rule_id":"artificial-intelligence","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=en","category":"technology","content":{"key_points":[],"paragraphs":["Basis AI released Global Emotions, an audio dataset designed for controlled comparisons of emotion and speaking style. The company said it contains 525 hours recorded by 10,420 speakers across 108 locales and 83 languages. Participants read the same lines in neutral, medium and full emotional intensities, as well as styles such as whispering and singing.","The company says users must request access through Hugging Face, where requests receive human review; after access is granted, the license allows free commercial and research use. Native speakers from each locale rated the recordings. Audio was not post-processed for denoising, loudness normalization or resampling. The open release does not include human-validated transcripts; the source says those are sold separately and clarifies that `given_line` is the prompt given to a speaker, not a verified transcript."],"sections":[]},"corrections":[],"country":null,"data":{"blocks":[{"description":{"ar":"حجم التسجيلات المنضبطة للمشاعر وأساليب الكلام التي أصدرتها Basis AI.","de":"Umfang der von Basis AI veröffentlichten kontrollierten Aufnahmen zu Emotionen und Sprechweisen.","en":"Size of the controlled emotional and speaking-style recordings released by Basis AI.","es":"Tamaño de las grabaciones controladas de emociones y estilos de habla publicadas por Basis AI.","fr":"Taille des enregistrements contrôlés d’émotions et de styles de parole publiés par Basis AI.","pt":"Dimensão das gravações controladas de emoções e estilos de fala publicadas pela Basis AI.","tr":"Basis AI'nın yayımladığı kontrollü duygusal ve konuşma tarzı kayıtlarının boyutu."},"id":"global-emotions-dataset-scope","items":[{"basis":"observed","label":{"ar":"ساعات الكلام المسجلة","de":"Aufgenommene Sprachstunden","en":"Recorded speech hours","es":"Horas de habla grabadas","fr":"Heures de parole enregistrées","pt":"Horas de fala gravadas","tr":"Kayıtlı konuşma saati"},"measure":{"aggregation":"stock","frequency":"irregular","geography":"world","id":"basis-global-emotions-recorded-hours","periodRole":"announcement-date","unitCode":"hour"},"period":"2026-10-12","unit":"hours","value":525},{"basis":"observed","label":{"ar":"المتحدثون","de":"Sprecher","en":"Speakers","es":"Hablantes","fr":"Locuteurs","pt":"Falantes","tr":"Konuşmacı"},"measure":{"aggregation":"stock","frequency":"irregular","geography":"world","id":"basis-global-emotions-speakers","periodRole":"announcement-date","unitCode":"count"},"period":"2026-10-12","unit":"count","value":10420},{"basis":"observed","label":{"ar":"المناطق اللغوية المسجلة","de":"Erfasste regionale Sprachvarianten","en":"Recorded locales","es":"Variantes locales grabadas","fr":"Variantes locales enregistrées","pt":"Variantes locais gravadas","tr":"Kayıt alınan yerel varyant"},"measure":{"aggregation":"stock","frequency":"irregular","geography":"world","id":"basis-global-emotions-locales","periodRole":"announcement-date","unitCode":"count"},"period":"2026-10-12","unit":"count","value":108},{"basis":"observed","label":{"ar":"اللغات","de":"Sprachen","en":"Languages","es":"Idiomas","fr":"Langues","pt":"Idiomas","tr":"Dil"},"measure":{"aggregation":"stock","frequency":"irregular","geography":"world","id":"basis-global-emotions-languages","periodRole":"announcement-date","unitCode":"count"},"period":"2026-10-12","unit":"count","value":83}],"methodology":{"ar":"الأعداد هي بيانات الجرد الواردة في إعلان Basis AI عن مجموعة البيانات بتاريخ 12 أكتوبر 2026. أبلغ المصدر عن الساعات والمتحدثين والمناطق اللغوية واللغات؛ ولا يُفهم من ذلك إجراء أخذ عينات جديدة أو تدقيق جودة مستقل.","de":"Die Zahlen sind Bestandsangaben aus der Datensatzankündigung von Basis AI vom 12. Oktober 2026. Die Quelle nennt Stunden, Sprecher, regionale Varianten und Sprachen; eine neue Stichprobe oder unabhängige Qualitätsprüfung wird damit nicht behauptet.","en":"Counts are inventory figures stated in Basis AI's 12 October 2026 dataset announcement. Hours, speakers, locales and languages are reported by the source; no re-sampling or independent quality audit is implied here.","es":"Las cifras son datos de inventario indicados en el anuncio del conjunto de datos de Basis AI del 12 de octubre de 2026. La fuente informa de horas, hablantes, variantes locales e idiomas; no se implica un nuevo muestreo ni una auditoría de calidad independiente.","fr":"Les chiffres sont les données d’inventaire indiquées dans l’annonce du jeu de données de Basis AI du 12 octobre 2026. La source fournit les heures, locuteurs, variantes locales et langues ; aucune nouvelle mesure ni vérification de qualité indépendante n’est implicite.","pt":"Os números são dados de inventário indicados no anúncio do conjunto de dados da Basis AI em 12 de outubro de 2026. A fonte informa horas, falantes, variantes locais e idiomas; não se sugere nova amostragem nem auditoria de qualidade independente.","tr":"Sayılar, Basis AI'nın 12 Ekim 2026 tarihli veri kümesi duyurusunda bildirilen envanter değerleridir. Saat, konuşmacı, yerel biçim ve dil sayıları kaynak tarafından özetlenmiştir; burada yeniden örnekleme ya da bağımsız kalite denetimi yapılmış gibi sunulmaz."},"sourceUrls":["https://huggingface.co/blog/basis-ai/global-emotions"],"title":{"ar":"نطاق مجموعة بيانات Global Emotions الصوتية","de":"Umfang des Sprachdatensatzes Global Emotions","en":"Scope of the Global Emotions speech dataset","es":"Alcance del conjunto de voz Global Emotions","fr":"Portée du jeu de données vocal Global Emotions","pt":"Âmbito do conjunto de fala Global Emotions","tr":"Global Emotions konuşma veri kümesinin kapsamı"},"type":"metrics","updatedAt":"2026-10-15T18:50:44+00:00"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026/data/global-emotions-dataset-scope?lang=en&format=csv","json":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026/data/global-emotions-dataset-scope?lang=en&format=json"},"id":"global-emotions-dataset-scope"}],"data_types":["metrics"],"editorial_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"topic","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"event_id":"event-80991b5c-a640-5850-a5ab-8353046c0b85","event_period":"2026-10-12","event_period_basis":"event-or-reference-period","id":"basis-releases-global-emotions-speech-dataset-october-2026","image":null,"importance":0.6,"language":"en","modified_at":"2026-10-15T19:00:44+00:00","publication_basis":"publication-record","published_at":"2026-10-15T19:00:44+00:00","reading_minutes":1,"region":"world","relations":[],"section_illustration":{"alt":"Conceptual illustration of technology, processors and connected information.","asset_id":"newsverum-v1-technology","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/technology-1536.webp","width":1536}],"width":1536},"slug":"basis-releases-global-emotions-speech-dataset-october-2026","sources":[{"checkedAt":"2026-10-15","name":"Basis AI","publishedAt":"2026-10-12","url":"https://huggingface.co/blog/basis-ai/global-emotions"}],"summary":"Global Emotions contains 525 hours of speech recorded by 10,420 speakers across 83 languages and 108 locales; the company made the dataset available for commercial and research use.","text":"Global Emotions contains 525 hours of speech recorded by 10,420 speakers across 83 languages and 108 locales; the company made the dataset available for commercial and research use.\n\nBasis AI released Global Emotions, an audio dataset designed for controlled comparisons of emotion and speaking style. The company said it contains 525 hours recorded by 10,420 speakers across 108 locales and 83 languages. Participants read the same lines in neutral, medium and full emotional intensities, as well as styles such as whispering and singing.\n\nThe company says users must request access through Hugging Face, where requests receive human review; after access is granted, the license allows free commercial and research use. Native speakers from each locale rated the recordings. Audio was not post-processed for denoising, loudness normalization or resampling. The open release does not include human-validated transcripts; the source says those are sold separately and clarifies that `given_line` is the prompt given to a speaker, not a verified transcript.","title":"Basis AI releases expressive-speech dataset spanning 108 locales","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/basis-releases-global-emotions-speech-dataset-october-2026"},{"api_url":"https://newsverum.com/api/v1/articles/basis-releases-global-emotions-speech-dataset-october-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/basis-releases-global-emotions-speech-dataset-october-2026"}],"url":"https://newsverum.com/en/news/basis-releases-global-emotions-speech-dataset-october-2026"},"version":"1"}