Unsupervised Learning of Semantic Audio Representations

Unsupervised Learning of Semantic Audio Representations

6 November 2017

Rif A. Saurous

Papers citing "Unsupervised Learning of Semantic Audio Representations"

17 / 17 papers shown

Title
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 205 8 0 10 Jan 2025
The Zero Resource Speech Challenge 2017 Maarten Versteegh Xuan-Nga Cao Roland Thiollière Thomas Schatz Mathieu Bernard A. Jansen Xavier Anguera Miró Emmanuel Dupoux 65 203 0 12 Dec 2017
Look, Listen and Learn Relja Arandjelović Andrew Zisserman SSL 115 903 0 23 May 2017
Visually grounded learning of keyword prediction from untranscribed speech Herman Kamper Shane Settle Gregory Shakhnarovich Karen Livescu 106 63 0 23 Mar 2017
Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection Emre Çakir Giambattista Parascandolo Toni Heittola H. Huttunen Tuomas Virtanen ObjD 45 546 0 21 Feb 2017
SoundNet: Learning Sound Representations from Unlabeled Video Y. Aytar Carl Vondrick Antonio Torralba SSL 115 1,044 0 27 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 120 2,500 0 29 Sep 2016
Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging Yong-mei Xu Qiang Huang Wenwu Wang Peter Foster Siddharth Sigtia Philip J. B. Jackson Mark D. Plumbley 49 79 0 13 Jul 2016
Context Encoders: Feature Learning by Inpainting Deepak Pathak Philipp Krahenbuhl Jeff Donahue Trevor Darrell Alexei A. Efros SSL 67 5,297 0 25 Apr 2016
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection Naoya Takahashi Michael Gygli Beat Pfister Luc Van Gool 51 128 0 25 Apr 2016
Colorful Image Colorization Richard Y. Zhang Phillip Isola Alexei A. Efros 127 3,529 0 28 Mar 2016
Deep convolutional acoustic word embeddings using word-pair side information Herman Kamper Weiran Wang Karen Livescu SSL 46 171 0 05 Oct 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 164 2,786 0 19 May 2015
Learning to See by Moving Pulkit Agrawal João Carreira Jitendra Malik SSL 75 553 0 07 May 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 370 13,145 0 12 Mar 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 192 1,997 0 20 Dec 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 105 1,318 0 17 Apr 2014

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