AI For Good Lab

Bioacoustics

Leveraging AI to process audio recordings of diverse species

论文与出版物

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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
  
  Preprint DOI 项目
- 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, 第 64 卷
  
  Publication 项目项目
- 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
  
  Publication PDF 项目项目
- 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
  
  Publication Github 项目项目
- 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
  
  Publication 项目项目
- 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, 第 166 卷
  
  Publication 项目项目
- 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, 第 147 卷(3)
  
  Publication 项目项目
- 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, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目

- 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
  
  Preprint DOI 项目
- 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, 第 64 卷
  
  Publication 项目项目
- 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
  
  Publication PDF 项目项目
- 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
  
  Publication Github 项目项目
- 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, 第 166 卷
  
  Publication 项目项目
- 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, 第 147 卷(3)
  
  Publication 项目项目
- 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, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- 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
  
  Preprint DOI 项目
- 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, 第 64 卷
  
  Publication 项目项目
- 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
  
  Publication PDF 项目项目
- 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
  
  Publication Github 项目项目
- 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, 第 166 卷
  
  Publication 项目项目
- 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, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- 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
  
  Preprint DOI 项目
- 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
  
  Publication 项目项目
- 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, 第 166 卷
  
  Publication 项目项目
- 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, 第 147 卷(3)
  
  Publication 项目项目
- 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, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目

- 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
  
  Preprint DOI 项目
- 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, 第 64 卷
  
  Publication 项目项目
- 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
  
  Publication PDF 项目项目
- 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
  
  Publication Github 项目项目
- 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
  
  Publication 项目项目
- 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, 第 166 卷
  
  Publication 项目项目
- 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, 第 147 卷(3)
  
  Publication 项目项目
- 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, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目