{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T14:03:42Z","timestamp":1730297022613,"version":"3.28.0"},"reference-count":42,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/slt.2018.8639508","type":"proceedings-article","created":{"date-parts":[[2019,2,14]],"date-time":"2019-02-14T18:36:34Z","timestamp":1550169394000},"page":"566-573","source":"Crossref","is-referenced-by-count":6,"title":["A Study on Speech Enhancement Using Exponent-Only Floating Point Quantized Neural Network (EOFP-QNN)"],"prefix":"10.1109","author":[{"given":"Yi-Te","family":"Hsu","sequence":"first","affiliation":[]},{"given":"Yu-Chen","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Szu-Wei","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Yu","family":"Tsao","sequence":"additional","affiliation":[]},{"given":"Tei-Wei","family":"Kuo","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"ANSI\/IEEE Std 754-1985","article-title":"Ieee standard for binary floating-point arithmetic","year":"1985","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1088\/1755-1315\/69\/1\/012139"},{"key":"ref33","first-page":"1","article-title":"Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks","author":"chen","year":"2015","journal-title":"Proc INTERSPEECH"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178061"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2017.8168119"},{"key":"ref30","first-page":"3768","article-title":"SNR-aware convolutional neural network modeling for speech enhancement","author":"fu","year":"2016","journal-title":"Proc INTERSPEECH"},{"article-title":"Wavenet: A generative model for raw audio","year":"2016","author":"van den oord","key":"ref37"},{"key":"ref36","doi-asserted-by":"crossref","first-page":"3642","DOI":"10.21437\/Interspeech.2017-1428","article-title":"Segan: Speech enhancement generative adversarial network","author":"pascual","year":"2017","journal-title":"Proc INTERSPEECH"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2821903"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPA.2017.8281993"},{"key":"ref10","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Proc NIPS"},{"journal-title":"ITU-T Rec P 862","article-title":"Perceptual evaluation of speech quality (pesq): An objective method for end-to-end speech quality assessment of narrow-band telephone networks and speech codecs","year":"2001","key":"ref40"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2010-343"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3079856.3080246"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ASPDAC.2012.6164978"},{"key":"ref14","first-page":"3105","article-title":"Binaryconnect: Training deep neural networks with binary weights during propagations","author":"courbariaux","year":"2015","journal-title":"Proc NIPS"},{"article-title":"Compressing deep convolutional networks using vector quantization","year":"2014","author":"gong","key":"ref15"},{"key":"ref16","article-title":"Incremental network quantization: Towards lossless cnns with low-precision weights","author":"zhou","year":"2017","journal-title":"Proc ICLR"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/SiPS.2015.7345005"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SiPS.2014.6986082"},{"key":"ref19","first-page":"1058","article-title":"1-bit stochastic gradient descent and its application to dataparallel distributed training of speech dnns","author":"seide","year":"2014","journal-title":"Proc INTERSPEECH"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2364452"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2014.02.001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.120"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2628641"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639345"},{"key":"ref8","first-page":"3626","article-title":"Pedestrian detection with unsupervised multistage feature learning","author":"sermanet","year":"2013","journal-title":"Proc CVPR"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.22"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref1","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"Proc ICLR"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472823"},{"key":"ref22","article-title":"Deep gradient compression: Reducing the communication bandwidth for distributed training","author":"lin","year":"2018","journal-title":"Proc ICLR"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3020078.3021745"},{"key":"ref42","article-title":"Darpa timit acoustic-phonetic continous speech corpus cd-rom. nist speech disc 1–1.1","volume":"93","author":"garofolo","year":"1993","journal-title":"NASA STI\/Recon Technical Report N"},{"article-title":"Precision scaling of neural networks for efficient audio processing","year":"2017","author":"ko","key":"ref24"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2114881"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178919"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2013-130"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2842159"}],"event":{"name":"2018 IEEE Spoken Language Technology Workshop (SLT)","start":{"date-parts":[[2018,12,18]]},"location":"Athens, Greece","end":{"date-parts":[[2018,12,21]]}},"container-title":["2018 IEEE Spoken Language Technology Workshop (SLT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8632666\/8639030\/08639508.pdf?arnumber=8639508","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T02:33:49Z","timestamp":1643250829000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8639508\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":42,"URL":"https:\/\/doi.org\/10.1109\/slt.2018.8639508","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}