{"id":160199,"date":"2007-01-01T00:00:00","date_gmt":"2007-01-01T00:00:00","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/msr-research-item\/redundancy-ratio-an-invariant-property-of-the-consonant-inventories-of-the-worlds-languages\/"},"modified":"2018-10-16T20:12:24","modified_gmt":"2018-10-17T03:12:24","slug":"redundancy-ratio-an-invariant-property-of-the-consonant-inventories-of-the-worlds-languages","status":"publish","type":"msr-research-item","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/redundancy-ratio-an-invariant-property-of-the-consonant-inventories-of-the-worlds-languages\/","title":{"rendered":"Redundancy ratio: an invariant property of the consonant inventories of the world&#8217;s languages"},"content":{"rendered":"<div class=\"asset-content\">\n<p>In this paper, we put forward an information theoretic definition of the redundancy that is observed across the sound inventories of the world\u2019s languages. Through rigorous statistical analysis, we find that this redundancy is an invariant property of the consonant inventories. The statistical analysis further unfolds that the vowel inventories do not exhibit any such property, which in turn points to the fact that the organizing principles of the vowel and the consonant inventories are quite different in nature.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this paper, we put forward an information theoretic definition of the redundancy that is observed across the sound inventories of the world\u2019s languages. Through rigorous statistical analysis, we find that this redundancy is an invariant property of the consonant inventories. The statistical analysis further unfolds that the vowel inventories do not exhibit any such [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"Association for Computational Linguistics","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"","msr_pages_string":"104-111","msr_page_range_start":"104","msr_page_range_end":"111","msr_series":"","msr_volume":"","msr_copyright":"","msr_conference_name":"","msr_doi":"","msr_arxiv_id":"","msr_s2_paper_id":"","msr_mag_id":"","msr_pubmed_id":"","msr_other_authors":"Animesh Mukherjee, Anupam Basu, Niloy 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