Zero-Shot Transfer for Wildlife Bioacoustics Detection
Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres
August 2023
Publications
Publications by Year
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Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
Ecological Informatics | September 2021, Vol 64
Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
Scientific Reports | August 2021
Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
The Journal of the Acoustical Society of America | May 2021
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A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
Science Direct | September 2020
Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
Applied Acoustics | September 2020, Vol 166
Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | March 2020, Vol 147(3)
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Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | November 2019, Vol 146(4): pp. 3089-3089
Publications by Research Area
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Zero-Shot Transfer for Wildlife Bioacoustics Detection
Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres
August 2023
Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
Ecological Informatics | September 2021, Vol 64
Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
Scientific Reports | August 2021
Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
The Journal of the Acoustical Society of America | May 2021
Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
Applied Acoustics | September 2020, Vol 166
Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | March 2020, Vol 147(3)
Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | November 2019, Vol 146(4): pp. 3089-3089
-
Zero-Shot Transfer for Wildlife Bioacoustics Detection
Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres
August 2023
Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
Ecological Informatics | September 2021, Vol 64
Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
Scientific Reports | August 2021
Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
The Journal of the Acoustical Society of America | May 2021
Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
Applied Acoustics | September 2020, Vol 166
Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | November 2019, Vol 146(4): pp. 3089-3089
-
Zero-Shot Transfer for Wildlife Bioacoustics Detection
Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres
August 2023
A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
Science Direct | September 2020
Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
Applied Acoustics | September 2020, Vol 166
Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | March 2020, Vol 147(3)
Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | November 2019, Vol 146(4): pp. 3089-3089
Publications by Type
-
Zero-Shot Transfer for Wildlife Bioacoustics Detection
Zhongqi Miao, Benjamin Elizalde, Soham Deshmukh, Justin Kitzes, Huaming Wang, Rahul Dodhia, Juan M. Lavista Ferres
August 2023
-
Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
Ecological Informatics | September 2021, Vol 64
Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
Scientific Reports | August 2021
Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
The Journal of the Acoustical Society of America | May 2021
A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
Science Direct | September 2020
Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
Applied Acoustics | September 2020, Vol 166
Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | March 2020, Vol 147(3)
Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
The Journal of the Acoustical Society of America | November 2019, Vol 146(4): pp. 3089-3089