{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T06:59:30Z","timestamp":1763535570260,"version":"3.28.0"},"reference-count":30,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1109\/icassp.2018.8462579","type":"proceedings-article","created":{"date-parts":[[2018,9,21]],"date-time":"2018-09-21T22:24:48Z","timestamp":1537568688000},"page":"6822-6826","source":"Crossref","is-referenced-by-count":12,"title":["Towards Conditional Adversarial Training for Predicting Emotions from Speech"],"prefix":"10.1109","author":[{"given":"Jing","family":"Han","sequence":"first","affiliation":[]},{"given":"Zixing","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Zhao","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Fabien","family":"Ringeval","sequence":"additional","affiliation":[]},{"given":"Bjorn","family":"Schuller","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2699358"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAFFC.2015.2512598"},{"key":"ref11","first-page":"1","article-title":"Cross-corpus acoustic emotion recognition with multi-task learning: Seeking common ground while preserving differences","author":"zhang","year":"2017","journal-title":"IEEE Transactions on Affective Computing"},{"key":"ref12","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Proc NIPS"},{"key":"ref13","first-page":"1060","article-title":"Generative adversarial text-to-image synthesis","author":"reed","year":"2016","journal-title":"Proc ICML"},{"key":"ref14","first-page":"2852","article-title":"SeqGAN: Sequence generative adversarial nets with policy gradient","author":"yu","year":"2017","journal-title":"Proc AAAI"},{"key":"ref15","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"radford","year":"2016","journal-title":"Proc ICLR"},{"key":"ref16","first-page":"2172","article-title":"InfoGan: Interpretable representation learning by information maximizing generative adversarial nets","author":"chen","year":"2016","journal-title":"Proc NIPS"},{"key":"ref17","article-title":"Conditional generative adversarial nets","volume":"abs 1411 1784","author":"mirza","year":"2014","journal-title":"CoRR"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref19","article-title":"Wasserstein GAN","volume":"abs 1701 7875","author":"arjovsky","year":"2017","journal-title":"CoRR"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4324\/9780203774441"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947651"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/2988257.2988258"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.11.007"},{"key":"ref6","article-title":"Attentive convolutional neural network based speech emotion recognition: A study on the impact of input features, signal length, and acted speech","volume":"abs 1706 612","author":"neumann","year":"2017","journal-title":"CoRR"},{"key":"ref29","first-page":"2196","article-title":"Dis-criminatively trained recurrent neural networks for continuous dimensional emotion recognition from audio","author":"weninger","year":"2016","journal-title":"Proc IJCAI"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2014.2360798"},{"key":"ref8","first-page":"2367","article-title":"Reconstruction-error-based learning for continuous emotion recognition in speech","year":"2017","journal-title":"Proc ICASSP"},{"key":"ref7","first-page":"5005","article-title":"Prediction-based learning for continuous emotion recognition in speech","author":"han","year":"2017","journal-title":"Proc ICASSP"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/T-AFFC.2011.40"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2016.7472669"},{"key":"ref1","first-page":"597","article-title":"Abandoning emotion classes - towards continuous emotion recognition with modelling of long-range dependencies","author":"w\u00f6llmer","year":"2008","journal-title":"Proc INTERSPEECH"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2017.7953090"},{"key":"ref22","doi-asserted-by":"crossref","first-page":"2008","DOI":"10.21437\/Interspeech.2017-1620","article-title":"Conditional generative adversarial networks for speech enhancement and noise-robust speaker verification","author":"michelsanti","year":"2017","journal-title":"Proc INTERSPEECH"},{"key":"ref21","article-title":"Statistical parametric speech synthesis using generative adversarial networks under a multi-task learning framework","volume":"abs 1707 1670","author":"yang","year":"2017","journal-title":"CoRR"},{"key":"ref24","article-title":"Towards principled methods for training generative adversarial networks","volume":"abs 1701 4862","author":"arjovsky","year":"2017","journal-title":"CoRR"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3079452.3079492"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2808196.2811642"},{"key":"ref25","first-page":"1","article-title":"In-troducing the RECOLA multimodal corpus of remote collaborative and affective interactions","author":"ringeval","year":"2013","journal-title":"Proc EmoSPACE (FG)"}],"event":{"name":"ICASSP 2018 - 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2018,4,15]]},"location":"Calgary, AB","end":{"date-parts":[[2018,4,20]]}},"container-title":["2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8450881\/8461260\/08462579.pdf?arnumber=8462579","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T03:16:36Z","timestamp":1598238996000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8462579\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,4]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icassp.2018.8462579","relation":{},"subject":[],"published":{"date-parts":[[2018,4]]}}}