<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Glotin, Hervé</style></author><author><style face="normal" font="default" size="100%">Spong, Paul</style></author><author><style face="normal" font="default" size="100%">Symonds, Helena</style></author><author><style face="normal" font="default" size="100%">Roger, Vincent</style></author><author><style face="normal" font="default" size="100%">Balestriero, Randall</style></author><author><style face="normal" font="default" size="100%">Ferrari, Maxence</style></author><author><style face="normal" font="default" size="100%">Poupard, Marion</style></author><author><style face="normal" font="default" size="100%">Towers, Jared</style></author><author><style face="normal" font="default" size="100%">Veirs, Scott</style></author><author><style face="normal" font="default" size="100%">Marxer, Ricard</style></author><author><style face="normal" font="default" size="100%">Giraudet, Pascale</style></author><author><style face="normal" font="default" size="100%">James Pilkinton</style></author><author><style face="normal" font="default" size="100%">Veirs, Val</style></author><author><style face="normal" font="default" size="100%">Wood, Jason</style></author><author><style face="normal" font="default" size="100%">Ford, John</style></author><author><style face="normal" font="default" size="100%">Dakin, Thomas</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Deep learning for ethoacoustical mapping: Application to a single Cachalot long term recording on joint observatories in Vancouver Island</style></title><secondary-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></secondary-title><short-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></short-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Jan-09-2018</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://asa.scitation.org/doi/10.1121/1.5067855</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">144</style></volume><pages><style face="normal" font="default" size="100%">1776 - 1777</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;During February and March, 2018, a lone sperm whale known as Yukusam was recorded first by Orcalab in Johnstone Strait and subsequently on multiple hydrophones within the Salish Sea [1]. We learn and denoise these multichannel clicks trains with AutoEncoders Convolutional Neural Net (CNN). Then, we build a map of the echolocations to elucidate variations in the acoustic behavior of this unique animal over time, in different environments and distinct levels of boat noise. If CNN approximates an optimal kernel decomposition, it requires large amounts of data. Via spline functionals we offer analytics kernels with learnable coefficients do reduce it. We [1-3] identify the analytical mother wavelet to represent the input signal to directly learn the wavelet support from scratch by gradient descend on the parameters of cubic splines [2]. Supplemental material http://sabiod.org/yukusam [1] Balestriero, Roger, Glotin, Baraniuk, Semi-Supervised Learning via New Deep Network Inversion, arXiv preprint arXiv:1711.04313, 2017 [2] Balestriero, Cosentino, Glotin, Baraniuk, WaveletNet : Spline Filters for End-to-End Deep Learning, Int. Conf. on MachineLearning, ICML, Stockholm, http://sabiod.org/bib, 2018 [3] Spong P., Symonds H., et al., Joint Observatories Following a Single male Cachalot during 12 weeks&amp;mdash;The Yukusam story, ASA 2018.&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Spong, Paul</style></author><author><style face="normal" font="default" size="100%">Symonds, Helena</style></author><author><style face="normal" font="default" size="100%">Glotin, Hervé</style></author><author><style face="normal" font="default" size="100%">Towers, Jared</style></author><author><style face="normal" font="default" size="100%">Lisa Larsson</style></author><author><style face="normal" font="default" size="100%">Dakin, Thomas</style></author><author><style face="normal" font="default" size="100%">Veirs, Scott</style></author><author><style face="normal" font="default" size="100%">Zwamborn, Elizabeth</style></author><author><style face="normal" font="default" size="100%">James Pilkinton</style></author><author><style face="normal" font="default" size="100%">Giraudet, Pascale</style></author><author><style face="normal" font="default" size="100%">Veirs, Val</style></author><author><style face="normal" font="default" size="100%">Wood, Jason</style></author><author><style face="normal" font="default" size="100%">Ford, John</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Joint observatories following a single male Cachalot during 12 weeks —The Yukusam story</style></title><secondary-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></secondary-title><short-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></short-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Jan-09-2018</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://asa.scitation.org/doi/10.1121/1.5068557</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">144</style></volume><pages><style face="normal" font="default" size="100%">1958 - 1958</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;From 11 February to 31 March 2018, a lone male sperm whale visited coastal waters from the northeast to southern ends of Vancouver Island. This whale, named &amp;quot;Yukusam&amp;quot; after the Namgis First Nation word for Hanson Island, near where the whale was first observed and recorded, is the first sperm whale recorded acoustically in the area since 1984 and is the only sperm whale ever observed in coastal waters between Vancouver Island and continental North America. The Yukusam tracking story is a showcase for the potential of acoustic observatory collaborations. Tracking a single animal over such time and distance is remarkable. It obviously helped that Yukusam was the only sperm whale in the area, but still, the experience hints at the potential for using diverse independent observatories collaboratively. We then aim to see all the observatories running automated detection classification and location software and having all the data tied in to a public database for a total of almost 500 Gb of recordings, with labels. Supplemental material @ http://sabiod.org/yukusam&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Turner, Jesse C.</style></author><author><style face="normal" font="default" size="100%">Wood, Jason</style></author><author><style face="normal" font="default" size="100%">Towers, Jared</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Sperm whale inter-pulse intervals and size: The anomaly called Yukusam</style></title><secondary-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></secondary-title><short-title><style face="normal" font="default" size="100%">The Journal of the Acoustical Society of America</style></short-title></titles><dates><year><style  face="normal" font="default" size="100%">2018</style></year><pub-dates><date><style  face="normal" font="default" size="100%">Jan-09-2018</style></date></pub-dates></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://asa.scitation.org/doi/10.1121/1.5068640</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">144</style></volume><pages><style face="normal" font="default" size="100%">1979 - 1979</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;Yukusam is the name given to a male sperm whale who was first documented off northeastern Vancouver Island in February 2018. He spent several weeks in this area before traveling south to the inland waters of the Salish Sea in late March 2018. Sperm whale clicks have been used as a proxy to determine overall size by using the time difference of arrival between the initial noise pulse and its reflections within the spermaceti organ. Different equations have been derived in order to use this Inter-Pulse Interval (IPI) to estimate overall length. Here we use Yukusam&amp;rsquo;s usual clicks recorded from the Lime Kiln hydrophone on the west side of San Juan Island (WA State, USA) to compare IPI-based length estimates with visual observations. Photo and video documentation indicate that this whale is ~15 m in length. Our initial acoustic results indicate that equations in the literature underestimate his length by at least a few meters. The potential reasons behind these anomalies are explored in this presentation.&lt;/p&gt;
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