| Machine learning in acoustics: Theory and applications MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ... The Journal of the Acoustical Society of America 146 (5), 3590-3628, 2019 | 486 | 2019 |
| Acoustic sequences in non‐human animals: a tutorial review and prospectus A Kershenbaum, DT Blumstein, MA Roch, Ç Akçay, G Backus, MA Bee, ... Biological Reviews 91 (1), 13-52, 2016 | 296 | 2016 |
| Classification of Risso’s and Pacific white-sided dolphins using spectral properties of echolocation clicks MS Soldevilla, EE Henderson, GS Campbell, SM Wiggins, JA Hildebrand, ... The Journal of the Acoustical Society of America 124 (1), 609-624, 2008 | 229 | 2008 |
| Species-specific beaked whale echolocation signals S Baumann-Pickering, MA McDonald, AE Simonis, A Solsona Berga, ... The Journal of the Acoustical Society of America 134 (3), 2293-2301, 2013 | 187 | 2013 |
| Deep neural networks for automated detection of marine mammal species Y Shiu, KJ Palmer, MA Roch, E Fleishman, X Liu, EM Nosal, T Helble, ... Scientific reports 10 (1), 607, 2020 | 167 | 2020 |
| Classification of echolocation clicks from odontocetes in the Southern California Bight MA Roch, H Klinck, S Baumann-Pickering, DK Mellinger, S Qui, ... The Journal of the Acoustical Society of America 129 (1), 467-475, 2011 | 152 | 2011 |
| Gaussian mixture model classification of odontocetes in the Southern California Bight and the Gulf of California MA Roch, MS Soldevilla, JC Burtenshaw, EE Henderson, JA Hildebrand The Journal of the Acoustical Society of America 121 (3), 1737-1748, 2007 | 126 | 2007 |
| Seven years of blue and fin whale call abundance in the Southern California Bight A Širović, A Rice, E Chou, JA Hildebrand, SM Wiggins, MA Roch Endangered Species Research 28 (1), 61-76, 2015 | 115 | 2015 |
| Spatio-temporal patterns of beaked whale echolocation signals in the North Pacific S Baumann-Pickering, MA Roch, RL Brownell Jr, AE Simonis, ... PloS one 9 (1), e86072, 2014 | 113 | 2014 |
| Automated extraction of odontocete whistle contours MA Roch, T Scott Brandes, B Patel, Y Barkley, S Baumann-Pickering, ... The Journal of the Acoustical Society of America 130 (4), 2212-2223, 2011 | 104 | 2011 |
| A generalized power-law detection algorithm for humpback whale vocalizations TA Helble, GR Ierley, GL D’Spain, MA Roch, JA Hildebrand The Journal of the Acoustical Society of America 131 (4), 2682-2699, 2012 | 86 | 2012 |
| Automated classification of dolphin echolocation click types from the Gulf of Mexico KE Frasier, MA Roch, MS Soldevilla, SM Wiggins, LP Garrison, ... PLoS computational biology 13 (12), e1005823, 2017 | 73 | 2017 |
| Discriminating features of echolocation clicks of melon-headed whales (Peponocephala electra), bottlenose dolphins (Tursiops truncatus), and Gray’s spinner dolphins (Stenella … S Baumann-Pickering, SM Wiggins, JA Hildebrand, MA Roch, ... The Journal of the Acoustical Society of America 128 (4), 2212-2224, 2010 | 69 | 2010 |
| Comparison of machine learning techniques for the classification of echolocation clicks from three species of odontocetes MA Roch, MS Soldevilla, R Hoenigman, SM Wiggins, JA Hildebrand Canadian Acoustics 36 (1), 41-47, 2008 | 65 | 2008 |
| TRITON software package: Analyzing large passive acoustic monitoring data sets using MATLAB. SM Wiggins, MA Roch, JA Hildebrand The Journal of the Acoustical Society of America 128 (4_Supplement), 2299-2299, 2010 | 56 | 2010 |
| Echolocation signals of a beaked whale at Palmyra Atoll S Baumann-Pickering, SM Wiggins, EH Roth, MA Roch, HU Schnitzler, ... The Journal of the Acoustical Society of America 127 (6), 3790-3799, 2010 | 53 | 2010 |
| Management of acoustic metadata for bioacoustics MA Roch, H Batchelor, S Baumann-Pickering, CL Berchok, D Cholewiak, ... Ecological informatics 31, 122-136, 2016 | 38 | 2016 |
| False killer whale and short-finned pilot whale acoustic identification S Baumann-Pickering, AE Simonis, EM Oleson, RW Baird, MA Roch, ... Endangered Species Research 28 (2), 97-108, 2015 | 38 | 2015 |
| Offshore killer whale tracking using multiple hydrophone arrays M Gassmann, E Elizabeth Henderson, SM Wiggins, MA Roch, ... The Journal of the Acoustical Society of America 134 (5), 3513-3521, 2013 | 38 | 2013 |
| Comparison of beaked whale detection algorithms TM Yack, J Barlow, MA Roch, H Klinck, S Martin, DK Mellinger, ... Applied Acoustics 71 (11), 1043-1049, 2010 | 34 | 2010 |
John HildebrandProfessor of Oceanography, Scripps Institution of Oceanography, University of California San DiegoVerified email at ucsd.edu
