{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T00:54:38Z","timestamp":1740099278321,"version":"3.37.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030057152"},{"type":"electronic","value":"9783030057169"}],"license":[{"start":{"date-parts":[[2018,12,11]],"date-time":"2018-12-11T00:00:00Z","timestamp":1544486400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-05716-9_16","type":"book-chapter","created":{"date-parts":[[2018,12,10]],"date-time":"2018-12-10T14:17:32Z","timestamp":1544451452000},"page":"194-205","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["The Representation of Speech in Deep Neural Networks"],"prefix":"10.1007","author":[{"given":"Odette","family":"Scharenborg","sequence":"first","affiliation":[]},{"given":"Nikki","family":"van der Gouw","sequence":"additional","affiliation":[]},{"given":"Martha","family":"Larson","sequence":"additional","affiliation":[]},{"given":"Elena","family":"Marchiori","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,12,11]]},"reference":[{"key":"16_CR1","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional neural networks. In: 25th International Conference on Neural Information Processing Systems (NIPS 2012), vol. 1, pp. 1097\u20131105 (2012)"},{"key":"16_CR2","unstructured":"van den Oord, A., Dieleman, S., Schrauwen, B.: Deep content-based music recommendation. In: 26th International Conference on Neural Information Processing Systems (NIPS 2013), vol. 2, pp. 2643\u20132651 (2013)"},{"key":"16_CR3","doi-asserted-by":"crossref","unstructured":"Karpathy, A., Toderici, G., Shetty, S., Leung, T., Sukthankar, R., Fei-Fei, L.: Large-scale video classification with convolutional neural networks. In: 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014), pp. 1725\u20131732 (2014)","DOI":"10.1109\/CVPR.2014.223"},{"key":"16_CR4","doi-asserted-by":"crossref","unstructured":"Wan, J., et al.: Deep learning for content-based image retrieval: a comprehensive study. In: 22nd ACM International Conference on Multimedia (MM 2014), pp. 157\u2013166 (2014)","DOI":"10.1145\/2647868.2654948"},{"issue":"3","key":"16_CR5","doi-asserted-by":"crossref","first-page":"EL256","DOI":"10.1121\/1.3684744","volume":"131","author":"A Juneja","year":"2012","unstructured":"Juneja, A.: A comparison of automatic and human speech recognition in null grammar. J. Acoust. Soc. Am. 131(3), EL256\u2013EL261 (2012)","journal-title":"J. Acoust. Soc. Am."},{"key":"16_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1007\/978-3-319-10590-1_53","volume-title":"Computer Vision \u2013 ECCV 2014","author":"MD Zeiler","year":"2014","unstructured":"Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional networks. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014. LNCS, vol. 8689, pp. 818\u2013833. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-10590-1_53"},{"issue":"1","key":"16_CR7","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1109\/TVCG.2016.2598838","volume":"23","author":"PE Rauber","year":"2017","unstructured":"Rauber, P.E., Fadel, S.G., Falc\u00e3o, A.X., Telea, A.C.: Visualizing the hidden activity of artificial neural networks. IEEE Trans. Vis. Comput. Graph. 23(1), 101\u2013110 (2017)","journal-title":"IEEE Trans. Vis. Comput. Graph."},{"key":"16_CR8","first-page":"2579","volume":"9","author":"L Maaten Van der","year":"2008","unstructured":"Van der Maaten, L., Hinton, G.: Visualizing data using t-SNE. J. Mach. Learn. Res. 9, 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"16_CR9","doi-asserted-by":"crossref","unstructured":"Mohamed, A.-R., Hinton, G., Penn, G.: Understanding how deep belief networks perform acoustic modelling. In: 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), pp. 4273\u20134276 (2012)","DOI":"10.1109\/ICASSP.2012.6288863"},{"key":"16_CR10","doi-asserted-by":"crossref","unstructured":"Scharenborg, O., Tiesmeyer, S., Hasegawa-Johnson, M., Dehak, N.: Visualizing phoneme category adaptation in deep neural networks. In: Interspeech (2018)","DOI":"10.21437\/Interspeech.2018-1707"},{"key":"16_CR11","doi-asserted-by":"crossref","unstructured":"Oostdijk, N.H.J., et al.: Experiences from the spoken Dutch corpus project. In: Third International Conference on Language Resources and Evaluation, (LREC 2002), pp. 340\u2013347 (2002)","DOI":"10.1163\/9789004334113_008"},{"key":"16_CR12","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1109\/TASL.2011.2109382","volume":"20","author":"A-R Mohamed","year":"2012","unstructured":"Mohamed, A.-R., Dahl, G.E., Hinton, G.: Acoustic modeling using deep belief networks. IEEE Trans. Audio Speech Lang. Process. 20, 14\u201322 (2012)","journal-title":"IEEE Trans. Audio Speech Lang. Process."},{"key":"16_CR13","doi-asserted-by":"crossref","unstructured":"Zeiler, M.D., et al.: On rectified linear units for speech processing. In: 2013 IEEE Acoustics, Speech and Signal Processing (ICASSP 2013), pp. 3517\u20133521 (2013)","DOI":"10.1109\/ICASSP.2013.6638312"},{"issue":"6","key":"16_CR14","doi-asserted-by":"crossref","first-page":"1113","DOI":"10.1207\/s15516709cog0000_79","volume":"30","author":"JM McQueen","year":"2006","unstructured":"McQueen, J.M., Cutler, A., Norris, D.: Phonological abstraction in the mental lexicon. Cogn. Sci. 30(6), 1113\u20131126 (2006)","journal-title":"Cogn. Sci."}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-05716-9_16","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,6]],"date-time":"2019-11-06T23:51:08Z","timestamp":1573084268000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-05716-9_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12,11]]},"ISBN":["9783030057152","9783030057169"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-05716-9_16","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018,12,11]]},"assertion":[{"value":"MMM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Multimedia Modeling","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thessaloniki","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 January 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 January 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mmm2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/mmm2019.iti.gr\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double blind for full papers and workshop papers, single blind for other paper types","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"204","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"96","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"47% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"2.67","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}},{"value":"6 demonstration papers, 5 industry papers, 6 workshop papers, and 6 Video Browser Showdown papers were also accepted.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information"}}]}}