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Marie A. Roch
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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
4452019
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
2862016
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
2272008
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
1742013
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
1562020
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
1512011
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
1222007
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
1092014
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
1082015
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
1032011
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
892012
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
692010
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
672017
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
632008
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
532010
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
522010
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
382015
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
372013
Management of acoustic metadata for bioacoustics
MA Roch, H Batchelor, S Baumann-Pickering, CL Berchok, D Cholewiak, ...
Ecological informatics 31, 122-136, 2016
352016
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
352010
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