{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T08:58:32Z","timestamp":1769763512761,"version":"3.49.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/icassp.2019.8683648","type":"proceedings-article","created":{"date-parts":[[2019,4,17]],"date-time":"2019-04-17T20:01:56Z","timestamp":1555531316000},"page":"6750-6754","source":"Crossref","is-referenced-by-count":29,"title":["Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition"],"prefix":"10.1109","author":[{"given":"Yih-Liang","family":"Shen","sequence":"first","affiliation":[]},{"given":"Chao-Yuan","family":"Huang","sequence":"additional","affiliation":[]},{"given":"Syu-Siang","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Yu","family":"Tsao","sequence":"additional","affiliation":[]},{"given":"Hsin-Min","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Tai-Shih","family":"Chi","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPA.2017.8282021"},{"key":"ref32","article-title":"The kaldi speech recognition toolkit","author":"povey","year":"2011","journal-title":"Proc ASRU"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1987.1165125"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2017.2779787"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178819"},{"key":"ref11","article-title":"Probabilistic binary-mask cocktail-party source separation in a convolutional deep neural network","author":"simpson","year":"2015","journal-title":"CoRR"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2842159"},{"key":"ref13","first-page":"7","article-title":"A regression approach to speech enhancement based on deep neural networks","volume":"23","author":"xu","year":"2015","journal-title":"IEEE\/ACM TASLP"},{"key":"ref14","first-page":"436","article-title":"Speech enhancement based on deep denoising autoencoder.","author":"lu","year":"2013","journal-title":"Proc Inter-speech"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2018-2461"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2018-2409"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1109\/37.126844","article-title":"Reinforcement learning is direct adaptive optimal control","volume":"12","author":"sutton","year":"1992","journal-title":"IEEE Control Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ROBOT.2004.1307456"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1613\/jair.859"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2016.11.003"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1990.115971"},{"key":"ref27","first-page":"219","article-title":"Matbn: A mandarin chinese broadcast news corpus","volume":"10","author":"wang","year":"2005","journal-title":"IJCLCLP"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2016.2528171"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461965"},{"key":"ref29","first-page":"1061","article-title":"Hamming distance metric learning","author":"norouzi","year":"2012","journal-title":"Proc NIPS"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ISCSLP.2016.7918403"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1980.1163394"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/97.988717"},{"key":"ref2","first-page":"3002","article-title":"An investigation of spectral restoration algorithms for deep neural networks based noise robust speech recognition.","author":"li","year":"2013","journal-title":"Proc INTERSPEECH"},{"key":"ref9","first-page":"616","article-title":"Robust speech recognition with speech enhanced deep neural networks","author":"du","year":"2014","journal-title":"Proc INTERSPEECH"},{"key":"ref1","author":"li","year":"2015","journal-title":"Robust Automatic Speech Recognition A Bridge to Practical Applications"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462656"},{"key":"ref21","article-title":"Reinforcement learning to adapt speech enhancement to instantaneous input signal quality","author":"fakoor","year":"2017","journal-title":"CoRR"},{"key":"ref24","first-page":"749","article-title":"Perceptual evaluation of speech quality (PESQ)-a new method for speech quality assessment of telephone networks and codecs","author":"rix","year":"2001","journal-title":"Proc ICASSP"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7952122"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2842156"},{"key":"ref25","first-page":"2125","article-title":"An algorithm for intelligibility prediction of time–frequency weighted noisy speech","volume":"19","author":"taal","year":"2011","journal-title":"IEEE\/ACM TASLP"}],"event":{"name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Brighton, United Kingdom","start":{"date-parts":[[2019,5,12]]},"end":{"date-parts":[[2019,5,17]]}},"container-title":["ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8671773\/8682151\/08683648.pdf?arnumber=8683648","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T03:18:57Z","timestamp":1657855137000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8683648\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/icassp.2019.8683648","relation":{},"subject":[],"published":{"date-parts":[[2019,5]]}}}