{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,24]],"date-time":"2025-11-24T09:52:54Z","timestamp":1763977974460},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2017,4,1]],"date-time":"2017-04-01T00:00:00Z","timestamp":1491004800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Human-Mach. Syst."],"published-print":{"date-parts":[[2017,4]]},"DOI":"10.1109\/thms.2017.2647850","type":"journal-article","created":{"date-parts":[[2017,1,23]],"date-time":"2017-01-23T19:34:16Z","timestamp":1485200056000},"page":"259-272","source":"Crossref","is-referenced-by-count":13,"title":["Combining Speech and Handwriting Modalities for Mathematical Expression Recognition"],"prefix":"10.1109","volume":"47","author":[{"given":"Sofiane","family":"Medjkoune","sequence":"first","affiliation":[]},{"given":"Harold","family":"Mouchere","sequence":"additional","affiliation":[]},{"given":"Simon","family":"Petitrenaud","sequence":"additional","affiliation":[]},{"given":"Christian","family":"Viard-Gaudin","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-39330-3_9"},{"key":"ref38","first-page":"1137","article-title":"A neural probabilistic language model","volume":"3","author":"bengio","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref33","first-page":"2123","article-title":"Improvements to the lium French ASR system based on cmu sphinx: What helps to significantly reduce the word error rate","author":"del\u00e9glise","year":"0","journal-title":"Proc Int Conf INTERSPEECH"},{"key":"ref32","author":"haton","year":"2006","journal-title":"Reconnaissance automatique de la parole"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.4038\/icter.v6i1.6098"},{"key":"ref30","author":"fateman","year":"2004","journal-title":"Handwriting + Speech for Computer Entry of Mathematics"},{"key":"ref37","first-page":"811","article-title":"ICFHR 2012: Competition on recognition of online handwritten mathematical expressions (CROHME 2012)","author":"mouch\u00e8re","year":"0","journal-title":"Proc of the Int Conf on Frontiers in Handwriting Recognition"},{"key":"ref36","article-title":"CMU sphinx system","year":"1990"},{"key":"ref35","article-title":"The Hieroglyphs: Building Speech Applications Using CMU Sphinx and Related Resources","author":"chan","year":"2007"},{"key":"ref34","article-title":"The 1999 cmu 10x real time broadcast news transcription system","author":"ravishankar","year":"0","journal-title":"Proc DARPA Workshop on Automatic Transcription of Broadcast News"},{"key":"ref28","first-page":"1","article-title":"Computer based mathematics using continuous speech recognition","author":"elliott","year":"0","journal-title":"Proc Workshop Striking C[h]ord Vocal Interaction Assistive Technol Games More"},{"key":"ref27","first-page":"249","article-title":"On-line recognition of handwritten mathematical expressions based on stroke-based stochastic context-free grammar","author":"yamamoto","year":"0","journal-title":"Proc Int'l Workshop Frontiers in Handwriting Recognition"},{"key":"ref29","first-page":"177","article-title":"Using automatic speech recognition to dictate mathematical expressions: The development of the ‘TalkMaths’ application at Kingston University","volume":"28","author":"wigmore","year":"2009","journal-title":"J Comput Math Sci Teaching"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S1566-2535(00)00002-6"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IFIC.2000.862457"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1007\/s10032-012-0184-x","article-title":"A new approach for recognizing handwritten mathematics using relational grammars and fuzzy sets","volume":"16","author":"maclean","year":"2013","journal-title":"Int J Document Anal Recognit"},{"key":"ref22","article-title":"A survey on recognition of on-line handwritten mathematical notation","author":"tapia","year":"2007"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/PL00013549"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"173","DOI":"10.1007\/s10032-016-0263-5","article-title":"Advancing the state of the art for handwritten math recognition: The crohme competitions, 2011–2014","volume":"19","author":"mouch\u00e8re","year":"2016","journal-title":"Int J Document Anal Recognit"},{"key":"ref23","first-page":"1","article-title":"Recognition and retrieval of mathematical expressions","volume":"15","author":"zanibbi","year":"2011","journal-title":"Int J Document Anal Recognit"},{"key":"ref26","first-page":"1953","article-title":"Comparing several techniques for offline recognition of printed mathematical symbols","author":"\u00e1lvaro","year":"0","journal-title":"Proc Int Conf Pattern Recognit"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1006\/jvci.1996.0002"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2008.137"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1040830.1040851"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/1027527.1027713"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICFHR.2014.42"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2011.97"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/800204.806270"},{"key":"ref14","article-title":"How can we speak math","volume":"25","author":"fateman","year":"2008","journal-title":"J Symbolic Comput"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2402536.2402585"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1046157"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2004.836817"},{"key":"ref18","first-page":"19","article-title":"Robust recognition of handwritten mathematical expressions using search-based structure analysis","author":"rhee","year":"0","journal-title":"Proc of the Int Conf on Frontiers in Handwriting Recognition"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2012.10.024"},{"key":"ref4","first-page":"63","article-title":"Shacer: A speech and handwriting recognizer","author":"kaiser","year":"0","journal-title":"Proc Int Conf Multimodal Interfaces"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/11573425_1"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2011.08.001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/704504"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1117\/12.585869"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1006\/ijhc.2001.0485"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1111\/j.2044-8317.1980.tb00783.x"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2008.2007978"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-010-0182-0"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2011.84"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.21236\/ADA389851"},{"key":"ref47","author":"thiran","year":"2010","journal-title":"Multimodal Signal Processing - Theory and Applications for Human-Computer Interaction"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177698950"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-017-1735-9_1"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(90)90044-L"},{"key":"ref43","doi-asserted-by":"crossref","DOI":"10.1515\/9780691214696","volume":"1","author":"shafer","year":"1976","journal-title":"A Mathematical Theory of Evidence"}],"container-title":["IEEE Transactions on Human-Machine Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221037\/7876878\/07829301.pdf?arnumber=7829301","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,22]],"date-time":"2022-07-22T15:41:38Z","timestamp":1658504498000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7829301\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,4]]},"references-count":50,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/thms.2017.2647850","relation":{},"ISSN":["2168-2291","2168-2305"],"issn-type":[{"value":"2168-2291","type":"print"},{"value":"2168-2305","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,4]]}}}