{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/gate-activation-signal-analysis-for-gated","title":"Gate Activation Signal Analysis for Gated Recurrent Neural Networks and Its Correlation with Phoneme Boundaries","arxiv_id":"1703.07588","date":"2017-03-22","proceeding":null,"authors":["Yu-Hsuan Wang","Cheng-Tao Chung","Hung-Yi Lee"],"abstract":"In this paper we analyze the gate activation signals inside the gated\nrecurrent neural networks, and find the temporal structure of such signals is\nhighly correlated with the phoneme boundaries. This correlation is further\nverified by a set of experiments for phoneme segmentation, in which better\nresults compared to standard approaches were obtained.","url_abs":"http://arxiv.org/abs/1703.07588v2","url_pdf":"http://arxiv.org/pdf/1703.07588v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"gate-activation-signal-analysis-for-gated","repo_url":"https://github.com/allyoushawn/timit_gas","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}