Machine learning in acoustics: theory and applications

11 May 2019

Charles-Alban Deledalle

AI4CE

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

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Title
Variational autoencoders stabilise TCN performance when classifying weakly labelled bioacoustics data Laia Garrobé Fonollosa Douglas Gillespie L. Stanković V. Stanković Luke Rendell 29 0 0 22 Oct 2024
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 30 0 0 11 Oct 2024
Automated Bioacoustic Monitoring for South African Bird Species on Unlabeled Data Michael Doell Dominik Kuehn Vanessa Suessle M. Burnett Colleen T. Downs Andreas Weinmann Elke Hergenroether 35 1 0 19 Jun 2024
ISR: Invertible Symbolic Regression Tony Tohme M. J. Khojasteh Mohsen Sadr Florian Meyer Kamal Youcef-Toumi 51 0 0 10 May 2024
Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation Luca Comanducci Fabio Antonacci Augusto Sarti 34 1 0 04 Apr 2024
Room Transfer Function Reconstruction Using Complex-valued Neural Networks and Irregularly Distributed Microphones Francesca Ronchini Luca Comanducci Mirco Pezzoli Fabio Antonacci Augusto Sarti 37 3 0 01 Feb 2024
ML-ASPA: A Contemplation of Machine Learning-based Acoustic Signal Processing Analysis for Sounds, & Strains Emerging Technology Ratul Ali Aktarul Islam Md. Shohel Rana Saila Nasrin Sohel Afzal Shajol Professor Dr. A.H.M. Saifullah Sadi 13 0 0 18 Dec 2023
Reconstruction of Sound Field through Diffusion Models F. Miotello Luca Comanducci Mirco Pezzoli Alberto Bernardini Fabio Antonacci Augusto Sarti DiffM 40 8 0 14 Dec 2023
An experiment on an automated literature survey of data-driven speech enhancement methods Arthur Nicholas dos Santos J. Pereira Rodrigo Nogueira Bruno Masiero Shiva Sander-Tavallaey Elias Zea 14 0 0 10 Oct 2023
Learning to Predict Structural Vibrations J. V. Delden Julius Schultz Christopher Blech Sabine C. Langer Timo Luddecke AI4CE 37 1 0 09 Oct 2023
Generative adversarial networks with physical sound field priors X. Karakonstantis Efren Fernandez-Grande GAN 29 12 0 01 Aug 2023
Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses Mirco Pezzoli Fabio Antonacci Augusto Sarti AI4CE 22 24 0 20 Jun 2023
The Galerkin method beats Graph-Based Approaches for Spectral Algorithms Vivien A. Cabannes Francis R. Bach 37 3 0 01 Jun 2023
ElectrodeNet -- A Deep Learning Based Sound Coding Strategy for Cochlear Implants Enoch Hsin-Ho Huang Rong-Yu Chao Yu Tsao Chao-Min Wu 8 7 0 26 May 2023
Improving aircraft performance using machine learning: a review S. L. Clainche E. Ferrer Sam Gibson Elisabeth Cross A. Parente Ricardo Vinuesa AI4CE 49 94 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 13 3 0 20 Jul 2022
A Generative deep learning approach for shape recognition of arbitrary objects from phaseless acoustic scattering data W. Ahmed M. Farhat Pai-Yen Chen X. Zhang Ying Wu 24 4 0 12 Jul 2022
Neural network for multi-exponential sound energy decay analysis Georg Götz Ricardo Falcón Pérez Sebastian J. Schlecht V. Pulkki 28 19 0 19 May 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 29 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 41 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 37 84 0 13 Apr 2022
Supervised Learning for Multi Zone Sound Field Reproduction under Harsh Environmental Conditions Henry Sallandt Philipp Krah M. Lemke 4 0 0 14 Dec 2021
Echo-Reconstruction: Audio-Augmented 3D Scene Reconstruction Justin Wilson Nicholas Rewkowski Ming Lin Henry Fuchs 27 1 0 05 Oct 2021
A Machine-learning Framework for Acoustic Design Assessment in Early Design Stages Reyhane Abarghooie Z. Zomorodian M. Tahsildoost Zohreh Shaghaghian 20 4 0 14 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 38 246 0 08 Sep 2021
Mean absorption estimation from room impulse responses using virtually supervised learning C´edric Foy Antoine Deleforge Diego Di Carlo 30 16 0 01 Sep 2021
SofaMyRoom: a fast and multiplatform "shoebox" room simulator for binaural room impulse response dataset generation Roberto Barumerli Daniele Bianchi M. Geronazzo F. Avanzini 23 0 0 24 Jun 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding Hsien-Yu Meng Zhenyu Tang Tianyi Zhou 3DPC 27 3 0 17 May 2021
Model reduction in acoustic inversion by artificial neural network Janne Koponen T. Lähivaara J. Kaipio M. Vauhkonen 11 8 0 05 May 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
Near field Acoustic Holography on arbitrary shapes using Convolutional Neural Network M. Olivieri Mirco Pezzoli Fabio Antonacci Augusto Sarti 9 8 0 31 Mar 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 39 11 0 02 Mar 2021
Expert Decision Support System for aeroacoustic source type identification using clustering Armin Goudarzi C. Spehr Steffen Herbold 9 5 0 27 Feb 2021
A Data-Driven Approach to Violin Making S. Gonzalez Davide Salvi Daniel Baeza Fabio Antonacci Augusto Sarti 17 40 0 03 Feb 2021
Acoustic Structure Inverse Design and Optimization Using Deep Learning Xuecong Sun Han Jia Yuzhen Yang Han Zhao Yafeng Bi Zhaoyong Sun Jun Yang AI4CE 24 7 0 29 Jan 2021
Semi-supervised source localization in reverberant environments with deep generative modeling Michael J. Bianco Sharon Gannot Efren Fernandez-Grande Peter Gerstoft 29 21 0 26 Jan 2021
Deep embedded clustering of coral reef bioacoustics Emma Ozanich A. Thode Peter Gerstoft L. Freeman Simon E. Freeman 10 1 0 17 Dec 2020
Automatic source localization and spectra generation from sparse beamforming maps Armin Goudarzi C. Spehr Steffen Herbold 16 12 0 16 Dec 2020
A feedforward neural network for modelling of average pressure frequency response K. Pettersson Andrey Karzhou Irina Pettersson 9 1 0 03 Dec 2020
Deep Networks for Direction-of-Arrival Estimation in Low SNR G. Papageorgiou M. Sellathurai Yonina C. Eldar 32 184 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 26 13 0 21 Oct 2020
A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers Niccolò Antonello Philip N. Garner 34 4 0 09 Jun 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 24 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 13 12 0 24 Mar 2020
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 189 2,946 0 15 Dec 2014
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 102 406 0 13 Nov 2014