Machine learning in acoustics: theory and applications

Machine learning in acoustics: theory and applications

11 May 2019

Michael J. Bianco

Charles-Alban Deledalle

Papers citing "Machine learning in acoustics: theory and applications"

19 / 19 papers shown

Title
Enhancing Infant Crying Detection with Gradient Boosting for Improved Emotional and Mental Health Diagnostics Kyunghun Lee Lauren M. Henry Eleanor Hansen Elizabeth Tandilashvili Lauren S. Wakschlag Elizabeth Norton Daniel S. Pine Melissa A. Brotman Francisco Pereira 25 0 0 11 Oct 2024
ISR: Invertible Symbolic Regression Tony Tohme M. J. Khojasteh Mohsen Sadr Florian Meyer Kamal Youcef-Toumi 51 0 0 10 May 2024
Learning to Predict Structural Vibrations J. V. Delden Julius Schultz Christopher Blech Sabine C. Langer Timo Luddecke AI4CE 26 1 0 09 Oct 2023
Generative adversarial networks with physical sound field priors X. Karakonstantis Efren Fernandez-Grande GAN 27 12 0 01 Aug 2023
Improving aircraft performance using machine learning: a review S. L. Clainche E. Ferrer Sam Gibson Elisabeth Cross A. Parente Ricardo Vinuesa AI4CE 28 93 0 20 Oct 2022
Few-shot Bioacoustic Event Detection with Machine Learning Methods Leah Chowenhill Gaurav Satyanath Shubhr Singh M. Wagh 21 0 0 09 Aug 2022
Direct Localization in Underwater Acoustics via Convolutional Neural Networks: A Data-Driven Approach Amir Weiss Toros Arikan G. Wornell 8 3 0 20 Jul 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 24 19 0 26 Apr 2022
Supplementation of deep neural networks with simplified physics-based features to increase model prediction accuracy Nicholus R. Clinkinbeard Nicole N. Hashemi PINN AI4CE 38 0 0 14 Apr 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 32 84 0 13 Apr 2022
A Machine-learning Framework for Acoustic Design Assessment in Early Design Stages Reyhane Abarghooie Z. Zomorodian M. Tahsildoost Zohreh Shaghaghian 13 4 0 14 Sep 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 44 22 0 27 Apr 2021
Audio scene monitoring using redundant ad-hoc microphone array networks Peter Gerstoft Yihan Hu Michael J. Bianco Chaitanya Patil Ardel Alegre Y. Freund François Grondin 20 11 0 02 Mar 2021
Deep Networks for Direction-of-Arrival Estimation in Low SNR G. Papageorgiou M. Sellathurai Yonina C. Eldar 24 183 0 17 Nov 2020
Complex data labeling with deep learning methods: Lessons from fisheries acoustics J. M. Sarr T. Brochier P. Brehmer Y. Perrot A. Bah Abdoulaye Sarré M. A. Jeyid M. Sidibeh S. E. Ayoubi 11 13 0 21 Oct 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 8 21 0 27 May 2020
Training a U-Net based on a random mode-coupling matrix model to recover acoustic interference striations Xiaolei Li Wenhua Song Dazhi Gao Wei Gao Haozhong Wang 6 12 0 24 Mar 2020
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 102 405 0 13 Nov 2014