{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T22:07:37Z","timestamp":1729634857883,"version":"3.28.0"},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,12]]},"DOI":"10.1109\/asru.2015.7404774","type":"proceedings-article","created":{"date-parts":[[2016,2,12]],"date-time":"2016-02-12T08:55:42Z","timestamp":1455267342000},"page":"59-64","source":"Crossref","is-referenced-by-count":0,"title":["Two-stage ASGD framework for parallel training of DNN acoustic models using Ethernet"],"prefix":"10.1109","author":[{"given":"Zhichao","family":"Wang","sequence":"first","affiliation":[]},{"given":"Xingyu","family":"Na","sequence":"additional","affiliation":[]},{"given":"Xin","family":"Li","sequence":"additional","affiliation":[]},{"given":"Jielin","family":"Pan","sequence":"additional","affiliation":[]},{"given":"Yonghong","family":"Yan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","first-page":"1058","article-title":"1-bit stochastic gradient descent and its application to data-parallel distributed training of speech DNNs","author":"seide","year":"2014","journal-title":"InterSpeech"},{"key":"ref11","first-page":"1","article-title":"Parallelized stochastic gradient descent","author":"zinkevich","year":"2010","journal-title":"NIPS"},{"year":"2014","author":"hannun","journal-title":"CoRR","article-title":"Deep speech: Scaling up end-to-end speech recognition","key":"ref12"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.14778\/2733004.2733082"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"26","DOI":"10.21437\/Interspeech.2012-7","article-title":"Pipelined back-propagation for context-dependent deep neural networks","author":"chen","year":"2012","journal-title":"InterSpeech"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1109\/ICASSP.2010.5495561"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1121\/1.399423"},{"key":"ref17","first-page":"2121","article-title":"Adaptive subgradient methods for online learning and stochastic optimization","volume":"12","author":"duchi","year":"2011","journal-title":"The Journal of Machine Learning Research"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1109\/ICASSP.2013.6638950"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1109\/TASL.2011.2109382"},{"key":"ref6","first-page":"1223","article-title":"Large scale distributed deep networks","author":"dean","year":"2012","journal-title":"NIPS"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1109\/ICASSP.2014.6853593"},{"key":"ref8","article-title":"One weird trick for parallelizing convolutional neural networks","volume":"abs 1404 5997","author":"krizhevsky","year":"2014","journal-title":"CoRR"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/ICASSP.2013.6638948"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1109\/TASL.2011.2134090"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1109\/MSP.2012.2205597"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1109\/ICASSP.2014.6854927"}],"event":{"name":"2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)","start":{"date-parts":[[2015,12,13]]},"location":"Scottsdale, AZ, USA","end":{"date-parts":[[2015,12,17]]}},"container-title":["2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7397480\/7404758\/07404774.pdf?arnumber=7404774","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,3]],"date-time":"2022-06-03T21:24:36Z","timestamp":1654291476000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7404774\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":17,"URL":"http:\/\/dx.doi.org\/10.1109\/asru.2015.7404774","relation":{},"subject":[],"published":{"date-parts":[[2015,12]]}}}