{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:15:05Z","timestamp":1770740105947,"version":"3.49.0"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1109\/slt.2012.6424224","type":"proceedings-article","created":{"date-parts":[[2013,2,8]],"date-time":"2013-02-08T16:28:38Z","timestamp":1360340918000},"page":"210-215","source":"Crossref","is-referenced-by-count":64,"title":["Use of kernel deep convex networks and end-to-end learning for spoken language understanding"],"prefix":"10.1109","author":[{"given":"Li","family":"Deng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gokhan","family":"Tur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaodong","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dilek","family":"Hakkani-Tur","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2009.2014262"},{"key":"17","article-title":"Functional regularized least squares classification with operator-valued kernels","author":"kadri","year":"2011","journal-title":"Proc ICML"},{"key":"18","first-page":"3463","article-title":"Optimizing sparse kernel ridge regression hyperparameters based on leave-one-out cross-validation","author":"karasuyama","year":"2008","journal-title":"Proc IJCNN 2008"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2011.2168604"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288994"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000677"},{"key":"11","article-title":"Maximum expected bleu training of phrase and lexicon translation models","author":"he","year":"2012","journal-title":"Proc ACL"},{"key":"12","article-title":"Discriminative learning in sequential pattern recognition","author":"he","year":"2008","journal-title":"IEEE Signal Processing Magazine"},{"key":"21","first-page":"1692","article-title":"Investigation of fullsequence training of deep belief networks for speech recognition","author":"mohamed","year":"2010","journal-title":"Proc INTERSPEECH"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2109382"},{"key":"22","article-title":"Downpour and sandblaster: Two complementary approaches to large-scale distributed optimization","author":"monga","year":"2012","journal-title":"ICML Workshop"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.3115\/1075096.1075117"},{"key":"24","article-title":"Generative and discriminative algorithms for spoken language understanding","author":"raymond","year":"2007","journal-title":"Proc INTERSPEECH"},{"key":"25","first-page":"97","article-title":"Kernel partial least squares regression in reproducing kernel Hilbert space","volume":"2","author":"rosipal","year":"2001","journal-title":"J Machine Learning Research"},{"key":"26","article-title":"Ridge regression learning algorithm in dual variables","author":"saunders","year":"1998","journal-title":"Proc ICML"},{"key":"27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289054"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1002\/9781119992691"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1109\/SLT.2010.5700816"},{"key":"3","first-page":"16","article-title":"Reduced rank kernel ridge regression","author":"cawley","year":"2002","journal-title":"Neural Processing Letters"},{"key":"2","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6289031"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00429-6"},{"key":"30","article-title":"Natural language processing (Almost) from Scratch","author":"collobert","year":"2011","journal-title":"Journal of Machine Learning Research (JMLR)"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288333"},{"key":"6","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2011-607","article-title":"Deep Convex Network: A scalable architecture for speech pattern classification","author":"deng","year":"2011","journal-title":"Proc INTERSPEECH"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2134090"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1162\/089976602760805296"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2010.2093520"},{"key":"8","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2010-487","article-title":"Binary coding of speech spectrograms using a deep auto-encoder","author":"deng","year":"2010","journal-title":"Proc INTERSPEECH"}],"event":{"name":"2012 IEEE Spoken Language Technology Workshop (SLT 2012)","location":"Miami, FL, USA","start":{"date-parts":[[2012,12,2]]},"end":{"date-parts":[[2012,12,5]]}},"container-title":["2012 IEEE Spoken Language Technology Workshop (SLT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/6416134\/6424159\/06424224.pdf?arnumber=6424224","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,7]],"date-time":"2022-02-07T23:16:35Z","timestamp":1644275795000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6424224\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/slt.2012.6424224","relation":{},"subject":[],"published":{"date-parts":[[2012,12]]}}}