Machine learning in acoustics: Theory and applications von Bianco, Michael J., Gerstoft, Peter, Traer, James, Ozanich, Emma, Roch, Marie A., Gannot, Sharon, Deledalle, Charles-Alban

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Deep neural networks for automated detection of marine mammal species von Shiu, Yu, Palmer, K. J., Roch, Marie A., Fleishman, Erica, Liu, Xiaobai, Nosal, Eva-Marie, Helble, Tyler, Cholewiak, Danielle, Gillespie, Douglas, Klinck, Holger

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Automated classification of dolphin echolocation click types from the Gulf of Mexico von Frasier, Kaitlin E, Roch, Marie A, Soldevilla, Melissa S, Wiggins, Sean M, Garrison, Lance P, Hildebrand, John A

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Introduction to the special issue on machine learning in acoustics von Michalopoulou, Zoi-Heleni, Gerstoft, Peter, Kostek, Bozena, Roch, Marie A.

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Ecological inferences about marine mammals from passive acoustic data von Fleishman, Erica, Cholewiak, Danielle, Gillespie, Douglas, Helble, Tyler, Klinck, Holger, Nosal, Eva‐Marie, Roch, Marie A.

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Using deep learning to track time × frequency whistle contours of toothed whales without human-annotated training data von Li, Pu, Liu, Xiaobai, Klinck, Holger, Gruden, Pina, Roch, Marie A.

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Signalling in groups: New tools for the integration of animal communication and collective movement von Demartsev, Vlad, Gersick, Andrew S., Jensen, Frants H., Thomas, Mara, Roch, Marie A., Manser, Marta B., Strandburg‐Peshkin, Ariana

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Improve automatic detection of animal call sequences with temporal context von Madhusudhana, Shyam, Shiu, Yu, Klinck, Holger, Fleishman, Erica, Liu, Xiaobai, Nosal, Eva-Marie, Helble, Tyler, Cholewiak, Danielle, Gillespie, Douglas, Širović, Ana, Roch, Marie A

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Silbido profundo: An open source package for the use of deep learning to detect odontocete whistles von Conant, Peter C., Li, Pu, Liu, Xiaobai, Klinck, Holger, Fleishman, Erica, Gillespie, Douglas, Nosal, Eva-Marie, Roch, Marie A.

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A practical guide for generating unsupervised, spectrogram‐based latent space representations of animal vocalizations von Thomas, Mara, Jensen, Frants H., Averly, Baptiste, Demartsev, Vlad, Manser, Marta B., Sainburg, Tim, Roch, Marie A., Strandburg‐Peshkin, Ariana

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Performance metrics for marine mammal signal detection and classification von Hildebrand, John A., Frasier, Kaitlin E., Helble, Tyler A., Roch, Marie A.

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Spatio-temporal patterns of beaked whale echolocation signals in the North Pacific von Baumann-Pickering, Simone, Roch, Marie A, Brownell, Jr, Robert L, Simonis, Anne E, McDonald, Mark A, Solsona-Berga, Alba, Oleson, Erin M, Wiggins, Sean M, Hildebrand, John A

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Using context to train time-domain echolocation click detectors von Roch, Marie A., Lindeneau, Scott, Aurora, Gurisht Singh, Frasier, Kaitlin E., Hildebrand, John A., Glotin, Hervé, Baumann-Pickering, Simone

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An image processing based paradigm for the extraction of tonal sounds in cetacean communications von Kershenbaum, Arik, Roch, Marie A

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Learning Stage-wise GANs for Whistle Extraction in Time-Frequency Spectrograms von Li, Pu, Roch, Marie A., Klinck, Holger, Fleishman, Erica, Gillespie, Douglas, Nosal, Eva-Marie, Shiu, Yu, Liu, Xiaobai

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Author Correction: Deep neural networks for automated detection of marine mammal species von Shiu, Yu, Palmer, K. J., Roch, Marie A., Fleishman, Erica, Liu, Xiaobai, Nosal, Eva-Marie, Helble, Tyler, Cholewiak, Danielle, Gillespie, Douglas, Klinck, Holger

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Acoustic sequences in non-human animals: a tutorial review and prospectus von Kershenbaum, Arik, Blumstein, Daniel T., Roch, Marie A., Akçay, Çağlar, Backus, Gregory, Bee, Mark A., Bohn, Kirsten, Cao, Yan, Carter, Gerald, Cäsar, Cristiane, Coen, Michael, DeRuiter, Stacy L., Doyle, Laurance, Edelman, Shimon, Ferrer-i-Cancho, Ramon, Freeberg, Todd M., Garland, Ellen C., Gustison, Morgan, Harley, Heidi E., Huetz, Chloé, Hughes, Melissa, Hyland Bruno, Julia, Ilany, Amiyaal, Jin, Dezhe Z., Johnson, Michael, Ju, Chenghui, Karnowski, Jeremy, Lohr, Bernard, Manser, Marta B., McCowan, Brenda, Mercado III, Eduardo, Narins, Peter M., Piel, Alex, Rice, Megan, Salmi, Roberta, Sasahara, Kazutoshi, Sayigh, Laela, Shiu, Yu, Taylor, Charles, Vallejo, Edgar E., Waller, Sara, Zamora-Gutierrez, Veronica

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Species-specific beaked whale echolocation signals von Baumann-Pickering, Simone, McDonald, Mark A, Simonis, Anne E, Solsona Berga, Alba, Merkens, Karlina P B, Oleson, Erin M, Roch, Marie A, Wiggins, Sean M, Rankin, Shannon, Yack, Tina M, Hildebrand, John A

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Publisher Correction: Deep neural networks for automated detection of marine mammal species von Shiu, Yu, Palmer, K. J., Roch, Marie A., Fleishman, Erica, Liu, Xiaobai, Nosal, Eva-Marie, Helble, Tyler, Cholewiak, Danielle, Gillespie, Douglas, Klinck, Holger

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Classification of echolocation clicks from odontocetes in the Southern California Bight von ROCH, Marie A, KLINCK, Holger, BAUMANN-PICKERING, Simone, MELLINGER, David K, QUI, Simon, SOLDEVILLA, Melissa S, HILDEBRAND, John A

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