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
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 92 0 0 11 Oct 2024
Visualizing Data using GTSNE Songting Shi 48 155 0 03 Aug 2021
Marine Mammal Species Classification using Convolutional Neural Networks and a Novel Acoustic Representation Mark R. P. Thomas B. Martin Katie A. Kowarski B. Gaudet Stan Matwin 47 45 0 30 Jul 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 72 592 0 30 Apr 2019
Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering Xiaofei Li Laurent Girin Sharon Gannot Radu Horaud 34 14 0 20 Dec 2018
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals Soumitro Chakrabarty Emanuel Habets 60 260 0 31 Jul 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 64 470 0 30 Jun 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features Andrew Owens Alexei A. Efros SSL 89 748 0 10 Apr 2018
The Sound of Pixels Hang Zhao Chuang Gan Andrew Rouditchenko Carl Vondrick Josh H. McDermott Antonio Torralba VLM 88 535 0 09 Apr 2018
Speech Dereverberation Using Fully Convolutional Networks Ori Ernst Shlomo E. Chazan Sharon Gannot Jacob Goldberger 36 83 0 22 Mar 2018
Travel time tomography with adaptive dictionaries Michael J. Bianco Peter Gerstoft 38 36 0 16 Dec 2017
Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions Jonathan Shen Ruoming Pang Ron J. Weiss M. Schuster Navdeep Jaitly ... Yuxuan Wang RJ Skerry-Ryan Rif A. Saurous Yannis Agiomyrgiannakis Yonghui Wu 77 2,694 0 16 Dec 2017
Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks Eric L. Ferguson Stefan B. Williams C. Jin 88 73 0 27 Oct 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 111 902 0 23 May 2017
Broadband DOA estimation using Convolutional neural networks trained with noise signals Soumitro Chakrabarty Emanuel Habets 45 255 0 02 May 2017
A Comparison of deep learning methods for environmental sound Juncheng Billy Li Wei Dai Florian Metze Shuhui Qu Samarjit Das 44 126 0 20 Mar 2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Tuomas Virtanen ObjD 45 543 0 21 Feb 2017
Source localization in an ocean waveguide using supervised machine learning Haiqiang Niu Emma Reeves Peter Gerstoft 38 166 0 29 Jan 2017
Multiple-Speaker Localization Based on Direct-Path Features and Likelihood Maximization with Spatial Sparsity Regularization Xiaofei Li Laurent Girin Sharon Gannot Radu Horaud 39 50 0 03 Nov 2016
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 109 1,040 0 27 Oct 2016
Semi-Supervised Source Localization on Multiple-Manifolds with Distributed Microphones Bracha Laufer-Goldshtein Ronen Talmon Sharon Gannot 56 42 0 15 Oct 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 111 2,494 0 29 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 364 7,381 0 12 Sep 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 128 6,980 0 13 Aug 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 156 5,635 0 20 May 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 178 2,339 0 09 May 2016
Audio Event Detection using Weakly Labeled Data Anurag Kumar Bhiksha Raj 49 173 0 09 May 2016
Understanding Deep Convolutional Networks S. Mallat FAtt AI4CE 158 639 0 19 Jan 2016
Visually Indicated Sounds Andrew Owens Phillip Isola Josh H. McDermott Antonio Torralba Edward H. Adelson William T. Freeman 96 383 0 28 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.0K 193,426 0 10 Dec 2015
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 60 1,317 0 18 Aug 2015
Semi-Supervised Sound Source Localization Based on Manifold Regularization Bracha Laufer-Goldshtein Ronen Talmon Sharon Gannot 31 70 0 13 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.6K 76,917 0 18 May 2015
Multiple and single snapshot compressive beamforming Peter Gerstoft Angeliki Xenaki Christoph F. Mecklenbräuker 38 157 0 08 Mar 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 428 43,234 0 11 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 286 18,587 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 305 2,946 0 15 Dec 2014
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 129 405 0 13 Nov 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 83 491 0 12 Nov 2014
Automatic large-scale classification of bird sounds is strongly improved by unsupervised feature learning D. Stowell Mark D. Plumbley SSL 43 269 0 26 May 2014
Local Identification of Overcomplete Dictionaries Karin Schnass 85 42 0 24 Jan 2014
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 519 15,861 0 12 Nov 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 235 12,422 0 24 Jun 2012
Online EM Algorithm for Latent Data Models Olivier Cappé Eric Moulines 131 481 0 27 Dec 2007