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1805.00237
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Randomly weighted CNNs for (music) audio classification
1 May 2018
Jordi Pons
Xavier Serra
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Papers citing
"Randomly weighted CNNs for (music) audio classification"
31 / 31 papers shown
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Baihan Lin
Mayte Suárez-Fariñas
Joseph T Colonel
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09 Jun 2025
Learning Music Audio Representations With Limited Data
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Christos Plachouras
Emmanouil Benetos
Johan Pauwels
328
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0
09 May 2025
In-Materia Speech Recognition
Nature (Nature), 2024
Mohamadreza Zolfagharinejad
Julian Büchel
Lorenzo Cassola
Sachin Kinge
Ghazi Sarwat Syed
Abu Sebastian
Wilfred G. van der Wiel
252
2
0
14 Oct 2024
A Survey on Reservoir Computing and its Interdisciplinary Applications Beyond Traditional Machine Learning
IEEE Access (IEEE Access), 2023
Heng Zhang
Danilo Vasconcellos Vargas
AI4CE
250
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27 Jul 2023
Generative Extraction of Audio Classifiers for Speaker Identification
Tejumade Afonja
Lucas Bourtoule
Varun Chandrasekaran
Sageev Oore
Nicolas Papernot
AAML
146
1
0
26 Jul 2022
HEAR: Holistic Evaluation of Audio Representations
Neural Information Processing Systems (NeurIPS), 2022
Joseph P. Turian
Jordie Shier
H. Khan
Bhiksha Raj
Björn W. Schuller
...
P. Esling
Pranay Manocha
Shinji Watanabe
Zeyu Jin
Yonatan Bisk
384
134
0
06 Mar 2022
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice
Kranthi Kumar Lella
Alphonse Pja
196
68
0
14 Dec 2021
PERSA+: A Deep Learning Front-End for Context-Agnostic Audio Classification
Lazaros Vrysis
Iordanis Thoidis
Charalampos A. Dimoulas
G. Papanikolaou
VLM
112
0
0
20 Jul 2021
Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection
ACM Multimedia (ACM MM), 2021
Ruijie Tao
Zexu Pan
Rohan Kumar Das
Xinyuan Qian
Mike Zheng Shou
Haizhou Li
203
217
0
14 Jul 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images
Safa Ben Atitallah
Maha Driss
W. Boulila
Henda Ben Ghézala
152
45
0
17 May 2021
Comparison and Analysis of Deep Audio Embeddings for Music Emotion Recognition
E. Koh
Shlomo Dubnov
110
42
0
13 Apr 2021
Reservoir Transformers
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Sheng Shen
Alexei Baevski
Ari S. Morcos
Kurt Keutzer
Michael Auli
Douwe Kiela
428
23
0
30 Dec 2020
Neural Architecture Search For Keyword Spotting
Interspeech (Interspeech), 2020
Tong Mo
Yu
Mohammad Salameh
Di Niu
Shangling Jui
178
30
0
01 Sep 2020
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
Interspeech (Interspeech), 2020
Steffen Illium
Robert Muller
Andreas Sedlmeier
Claudia Linnhoff-Popien
237
12
0
11 Aug 2020
COALA: Co-Aligned Autoencoders for Learning Semantically Enriched Audio Representations
Xavier Favory
Konstantinos Drossos
Maria Sandsten
Xavier Serra
240
35
0
15 Jun 2020
A Deep Neural Network for Audio Classification with a Classifier Attention Mechanism
Haoye Lu
Haolong Zhang
Amit Nayak
ODL
92
12
0
14 Jun 2020
Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series
David W. Romero
Erik J. Bekkers
Jakub M. Tomczak
Mark Hoogendoorn
213
5
0
09 Jun 2020
A multimodal approach for multi-label movie genre classification
Multimedia tools and applications (MTA), 2020
R. Mangolin
R. M. Pereira
A. Britto
C. Silla
V. D. Feltrim
Diego Bertolini
Yandre M. G. Costa
96
44
0
01 Jun 2020
End-to-End Auditory Object Recognition via Inception Nucleus
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
M. K. Ebrahimpour
Timothy M. Shea
Andreea Danielescu
D. Noelle
Christopher T. Kello
92
8
0
25 May 2020
Deep Randomized Neural Networks
Claudio Gallicchio
Simone Scardapane
OOD
221
71
0
27 Feb 2020
An empirical study of Conv-TasNet
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Berkan Kadıoğlu
Michael Horgan
Xiaoyu Liu
Jordi Pons
Dan Darcy
Vivek Kumar
180
51
0
20 Feb 2020
J-Net: Randomly weighted U-Net for audio source separation
Bo Chen
Yen-Min Hsu
Hung-yi Lee
142
2
0
29 Nov 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering
Neural Information Processing Systems (NeurIPS), 2019
Humam Alwassel
D. Mahajan
Bruno Korbar
Lorenzo Torresani
Guohao Li
Du Tran
SSL
493
461
0
28 Nov 2019
Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms
K. M. Koerich
M. Esmailpour
Sajjad Abdoli
A. Britto
Alessandro Lameiras Koerich
AAML
222
1
0
22 Oct 2019
Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network
Jivitesh Sharma
Ole-Christoffer Granmo
M. G. Olsen
408
17
0
28 Aug 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network
Sajjad Abdoli
P. Cardinal
Alessandro Lameiras Koerich
171
293
0
18 Apr 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network
Mohammad Esmaeilpour
P. Cardinal
Alessandro Lameiras Koerich
179
44
0
08 Apr 2019
Bottom-up Broadcast Neural Network For Music Genre Classification
Caifeng Liu
Lin Feng
Guochao Liu
Huibing Wang
Sheng-lan Liu
148
120
0
24 Jan 2019
End-to-end music source separation: is it possible in the waveform domain?
Francesc Lluís
Jordi Pons
Xavier Serra
216
75
0
29 Oct 2018
Training neural audio classifiers with few data
Jordi Pons
Joan Serrà
Xavier Serra
221
64
0
24 Oct 2018
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