{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,22]],"date-time":"2026-10-22T22:32:30Z","timestamp":1792708350959,"version":"4.5.0"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030279462","type":"print"},{"value":"9783030279479","type":"electronic"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"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\/978-3-030-27947-9_23","type":"book-chapter","created":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T23:02:43Z","timestamp":1567378963000},"page":"274-286","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Deep Representation Learning for Orca Call Type Classification"],"prefix":"10.1007","author":[{"given":"Christian","family":"Bergler","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Manuel","family":"Schmitt","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rachael Xi","family":"Cheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hendrik","family":"Schr\u00f6ter","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andreas","family":"Maier","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Volker","family":"Barth","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Weber","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elmar","family":"N\u00f6th","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2019,8,6]]},"reference":[{"key":"23_CR1","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1109\/TPAMI.2013.50","volume":"35","author":"Y Bengio","year":"2013","unstructured":"Bengio, Y., Courville, A.C., Vincent, P.: Representation learning: a review and new perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 35, 1798\u20131828 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"23_CR2","first-page":"383","volume":"12","author":"MA Bigg","year":"1990","unstructured":"Bigg, M.A., Olesiuk, P.F., Ellis, G.M., Ford, J.K.B., Balcomb, K.C.: Organization and genealogy of resident killer whales (Orcinus orca) in the coastal waters of British Columbia and Washington State. Int. Whaling Comm. 12, 383\u2013405 (1990)","journal-title":"Int. Whaling Comm."},{"issue":"3","key":"23_CR3","first-page":"617","volume":"119","author":"J Brown","year":"2006","unstructured":"Brown, J., Hodgins-Davis, A., Miller, P.: Classification of vocalizations of killer whales using dynamic time warping. JASA Express Lett. 119(3), 617\u2013628 (2006)","journal-title":"JASA Express Lett."},{"key":"23_CR4","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1121\/1.3124659","volume":"125","author":"JC Brown","year":"2009","unstructured":"Brown, J.C., Smaragdis, P.: Hidden Markov and Gaussian mixture models for automatic call classification. J. Acoust. Soc. Am. 125, 221\u2013224 (2009)","journal-title":"J. Acoust. Soc. Am."},{"key":"23_CR5","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1121\/1.3462232","volume":"128","author":"JC Brown","year":"2010","unstructured":"Brown, J.C., Smaragdis, P., Nousek-McGregor, A.: Automatic identification of individual killer whales. J. Acoust. Soc. Am. 128, 93\u201398 (2010)","journal-title":"J. Acoust. Soc. Am."},{"key":"23_CR6","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1121\/1.2139067","volume":"119","author":"VB Deecke","year":"2006","unstructured":"Deecke, V.B., Janik, V.M.: Automated categorization of bioacoustic signals: avoiding perceptual pitfalls. J. Acoust. Soc. Am. 119, 645\u2013653 (2006)","journal-title":"J. Acoust. Soc. Am."},{"key":"23_CR7","doi-asserted-by":"publisher","first-page":"2001","DOI":"10.1163\/1568539X-00003317","volume":"152","author":"OA Filatova","year":"2015","unstructured":"Filatova, O.A., Samarra, F.I., Deecke, V.B., Ford, J.K., Miller, P.J., Yurk, H.: Cultural evolution of killer whale calls: background, mechanisms and consequences. Behaviour 152, 2001\u20132038 (2015)","journal-title":"Behaviour"},{"key":"23_CR8","volume-title":"Killer Whales: The Natural History and Genealogy of Orcinus Orca in British Columbia and Washington","author":"J Ford","year":"2000","unstructured":"Ford, J., Ellis, G., Balcomb, K.: Killer Whales: The Natural History and Genealogy of Orcinus Orca in British Columbia and Washington. UBC Press, Vancouver (2000)"},{"key":"23_CR9","unstructured":"Ford, J.K.B.: A catalogue of underwater calls produced by killer whales (Orcinus orca) in British Columbia. Canadian Data Report of Fisheries and Aquatic Science (633), p. 165 (1987)"},{"key":"23_CR10","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1139\/z89-105","volume":"67","author":"JKB Ford","year":"1989","unstructured":"Ford, J.K.B.: Acoustic behaviour of resident killer whales (Orcinus orca) off Vancouver Island, British Columbia. Can. J. Zool. 67, 727\u2013745 (1989)","journal-title":"Can. J. Zool."},{"key":"23_CR11","doi-asserted-by":"publisher","first-page":"1454","DOI":"10.1139\/z91-206","volume":"69","author":"JKB Ford","year":"1991","unstructured":"Ford, J.K.B.: Vocal traditions among resident killer whales (Orcinus orca) in coastal waters of British Columbia. Can. J. Zool. 69, 1454\u20131483 (1991)","journal-title":"Can. J. Zool."},{"key":"23_CR12","doi-asserted-by":"publisher","first-page":"3054","DOI":"10.1121\/1.4919338","volume":"137","author":"E Garland","year":"2015","unstructured":"Garland, E., Castellote, M., Berchok, C.: Beluga whale (Delphinapterus leucas) vocalizations and call classification from the eastern Beaufort sea population. J. Acoust. Soc. of Am. 137, 3054\u20133067 (2015)","journal-title":"J. Acoust. Soc. of Am."},{"key":"23_CR13","volume-title":"Deep Learning","author":"I Goodfellow","year":"2016","unstructured":"Goodfellow, I., Bengio, Y., Courville, A.: Deep Learning. MIT Press, Cambridge (2016)"},{"key":"23_CR14","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"23_CR15","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1016\/j.mambio.2009.03.006","volume":"75","author":"T Ivkovich","year":"2010","unstructured":"Ivkovich, T., Filatova, O., Burdin, A., Sato, H., Hoyt, E.: The social organization of resident-type killer whales (Orcinus orca) in Avacha Gulf, Northwest Pacific, as revealed through association patterns and acoustic similarity. Mamm. Biol. 75, 198\u2013210 (2010)","journal-title":"Mamm. Biol."},{"key":"23_CR16","doi-asserted-by":"publisher","first-page":"2278","DOI":"10.1109\/5.726791","volume":"86","author":"Y LeCun","year":"1998","unstructured":"LeCun, Y., Bottou, L., Bengio, Y., Haffner, P.: Gradient-based learning applied to document recognition. Proc. IEEE 86, 2278\u20132324 (1998)","journal-title":"Proc. IEEE"},{"key":"23_CR17","unstructured":"Mercado, E., Kuh, A.: Classification of humpback whale vocalizations using a self-organizing neural network. In: IEEE International Conference on Neural Networks - Conference Proceedings, pp. 1584\u20131589, June 1998"},{"key":"23_CR18","doi-asserted-by":"publisher","first-page":"617","DOI":"10.1006\/anbe.2000.1503","volume":"60","author":"P Miller","year":"2000","unstructured":"Miller, P., Bain, D.: Within-pod variation in the sound production of a pod of killer whales, Orcinus orca. Anim. Behav. 60, 617\u2013628 (2000)","journal-title":"Anim. Behav."},{"key":"23_CR19","unstructured":"Ness, S.: The Orchive: a system for semi-automatic annotation and analysis of a large collection of bioacoustic recordings. Ph.D. thesis (2013)"},{"key":"23_CR20","unstructured":"ORCALAB: a whale research station on Hanson Island. http:\/\/orcalab.org. Accessed May 2019"},{"key":"23_CR21","unstructured":"Paszke, A., et al.: Automatic differentiation in PyTorch. In: NIPS 2017 Workshop, October 2017"},{"key":"23_CR22","doi-asserted-by":"crossref","unstructured":"Schr\u00f6ter, H., N\u00f6th, E., Maier, A., Cheng, R., Barth, V., Bergler, C.: Segmentation, classification, and visualization of orca calls using deep learning. In: International Conference on Acoustics, Speech, and Signal Processing, Proceedings (ICASSP), May 2019","DOI":"10.1109\/ICASSP.2019.8683785"}],"container-title":["Lecture Notes in Computer Science","Text, Speech, and Dialogue"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-27947-9_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T16:42:24Z","timestamp":1710348144000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-27947-9_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030279462","9783030279479"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-27947-9_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"6 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"TSD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Text, Speech, and Dialogue","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ljubljana","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Slovenia","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":"10 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"tsd2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.kiv.zcu.cz\/tsd2019\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"inhouse TSD Web App 3.1","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"73","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"33","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"45% - 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 (provided by the conference organizers)"}},{"value":"2-4","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2,42","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"1 full invited talk","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}