{"id":16778,"date":"2024-08-08T12:37:35","date_gmt":"2024-08-08T10:37:35","guid":{"rendered":"https:\/\/www.uni.lu\/fhse-en\/?post_type=core-researches&p=16778"},"modified":"2024-10-18T11:38:31","modified_gmt":"2024-10-18T09:38:31","slug":"lux-asr-automatic-speech-recognition-translation-for-luxembourgish","status":"publish","type":"core-researches","link":"https:\/\/www.uni.lu\/fhse-en\/core-researches\/lux-asr-automatic-speech-recognition-translation-for-luxembourgish\/","title":{"rendered":"Lux-ASR – Automatic Speech Recognition and Translation for Luxembourgish"},"content":{"rendered":"","protected":false},"excerpt":{"rendered":"","protected":false},"author":197,"featured_media":0,"template":"","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"Automatic Speech Recognition & Translation for Luxembourgish","uluxPrePostTitle":"Lux-ASR","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"rp_acronym":"Lux-ASR","rp_abstract":"The recent advent of highly performant models in Machine Learning had a considerable impact also on automatic speech recognition (ASR) systems in general and on low-resource language in particular. Models that have been trained on thousands of hours of labeled (or unlabeled) speech are achieving today error rates that were inconceivable even ten years ago. However, while these models mainly exist for big languages (i.e. mainly English), small and low-resource languages typically were left out as the preparation of appropriate training material was too costly or too complicated due to the lack of the required high amount of text and audio data. \n\nLux-ASR is a speech recognition system for the Luxembourgish language. In 2022, a first version has been proposed and in the meantime, the system has been developed constantly and the project is supported by the Chambre des D\u00e9putes du Grand-Duch\u00e9 de Luxembourg. \n\nLux-ASR is under constant development by Peter Gilles, Nina Hosseini-Kivanani, and L\u00e9opold Hillah at the University of Luxembourg.","rp_start_date":"2024-05-15 11:15:07","rp_duration":48,"rp_main_funder":"Chambre des D\u00e9putes du Grand-Duch\u00e9 de Luxembourg","rp_other_funders":[],"rp_external_partners":["Chambre des D\u00e9put\u00e9s du Grand-Duch\u00e9 de Luxembourg"],"rp_keywords":[],"rp_members":[{"name":"Peter GILLES","isPI":true,"isExternal":false,"featuredImageUrl":"https:\/\/www.uni.lu\/en\/person-image\/NTAwMDE4NTVfX1BldGVyIEdJTExFUw==","detailsPageUrl":"https:\/\/www.uni.lu\/fhse-en\/people\/peter-gilles\/","id":"50001855"},{"name":"Nina HOSSEINI KIVANANI","isPI":false,"isExternal":false,"featuredImageUrl":"https:\/\/www.uni.lu\/en\/person-image\/NTAwNDI2MjZfX05pbmEgSE9TU0VJTkkgS0lWQU5BTkk=","detailsPageUrl":"https:\/\/www.uni.lu\/fstm-en\/people\/nina-hosseini-kivanani\/","id":"50042626"},{"name":"Nils REHLINGER","isPI":false,"isExternal":false,"featuredImageUrl":"https:\/\/www.uni.lu\/en\/person-image\/NTAwODcwNTFfX05pbHMgUkVITElOR0VS","detailsPageUrl":"https:\/\/www.uni.lu\/fhse-en\/people\/nils-rehlinger\/","id":"50087051"},{"name":"L\u00e9opold HILLAH","isPI":false,"isExternal":true,"featuredImageUrl":"","detailsPageUrl":"","entity":"Department of Computer Science"}]},"research-project-status":[271],"research-project-type":[268,433],"field-of-interest":[281,288],"organisation":[171,147,175],"authorship":[197],"acf":[],"_links":{"self":[{"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/core-researches\/16778"}],"collection":[{"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/core-researches"}],"about":[{"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/types\/core-researches"}],"author":[{"embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/users\/197"}],"version-history":[{"count":2,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/core-researches\/16778\/revisions"}],"predecessor-version":[{"id":17357,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/core-researches\/16778\/revisions\/17357"}],"wp:authorship":[{"embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/users\/197"}],"wp:attachment":[{"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/media?parent=16778"}],"wp:term":[{"taxonomy":"research-project-status","embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/research-project-status?post=16778"},{"taxonomy":"research-project-type","embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/research-project-type?post=16778"},{"taxonomy":"field-of-interest","embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/field-of-interest?post=16778"},{"taxonomy":"organisation","embeddable":true,"href":"https:\/\/www.uni.lu\/fhse-en\/wp-json\/wp\/v2\/organisation?post=16778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}