Learning from Between-class Examples for Deep Sound Recognition

28 November 2017

Papers citing "Learning from Between-class Examples for Deep Sound Recognition"

40 / 40 papers shown

Title
A Comprehensive Survey with Critical Analysis for Deepfake Speech Detection Lam Pham Phat Lam Dat Tran Hieu Tang Tin Nguyen Alexander Schindler Canh Vu Alexander Polonsky Canh Vu 56 3 0 23 Sep 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models Sreyan Ghosh Ashish Seth Sonal Kumar Utkarsh Tyagi Chandra Kiran Reddy Evuru S. Ramaneswaran S. Sakshi Oriol Nieto R. Duraiswami Dinesh Manocha AuLLM VLM CoGe 43 23 0 12 Oct 2023
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms L. D. Pham Dat Ngo Cam Le Anahid N. Jalali Alexander Schindler 19 1 0 16 May 2023
CAT: Causal Audio Transformer for Audio Classification Xiaoyu Liu Hanlin Lu Jianbo Yuan Xinyu Li ViT 28 22 0 14 Mar 2023
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies Dat Ngo L. D. Pham Huy P Phan Minh Tran D. Jarchi Ş. Kolozali 29 3 0 07 Mar 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
Deep Learning Training Procedure Augmentations Cristian Simionescu 11 1 0 25 Nov 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park Sangdoo Yun Sanghyuk Chun AAML 21 32 0 21 Aug 2022
Accuracy Enhancement for Ear Acoustic Authentication Using Between-class Features Masaki Yasuhara I. Nambu Yoshiko Maruyama Shohei Yano 11 2 0 18 May 2022
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies L. D. Pham Dat Ngo T. Hoang Alexander Schindler Ian Mcloughlin 21 5 0 09 Jan 2022
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification L. D. Pham Dat Ngo Phu X. Nguyen Hoang Van Truong Alexander Schindler 21 9 0 16 Dec 2021
RCT: Random Consistency Training for Semi-supervised Sound Event Detection Nian Shao Erfan Loweimi Xiaofei Li 29 13 0 21 Oct 2021
SSAST: Self-Supervised Audio Spectrogram Transformer Yuan Gong Cheng-I Jeff Lai Yu-An Chung James R. Glass ViT 38 267 0 19 Oct 2021
Study of positional encoding approaches for Audio Spectrogram Transformers L. Pepino Pablo Riera Luciana Ferrer ViT 28 6 0 13 Oct 2021
Label-Occurrence-Balanced Mixup for Long-tailed Recognition Shaoyu Zhang Chen Chen Xiujuan Zhang Silong Peng 21 7 0 11 Oct 2021
An overview of mixing augmentation methods and augmentation strategies Dominik Lewy Jacek Mańdziuk 23 61 0 21 Jul 2021
ERANNs: Efficient Residual Audio Neural Networks for Audio Pattern Recognition S. Verbitskiy Vladimir Berikov Viacheslav Vyshegorodtsev 24 73 0 03 Jun 2021
ESResNe(X)t-fbsp: Learning Robust Time-Frequency Transformation of Audio A. Guzhov Federico Raue Jörn Hees Andreas Dengel 21 38 0 23 Apr 2021
AST: Audio Spectrogram Transformer Yuan Gong Yu-An Chung James R. Glass ViT 46 830 0 05 Apr 2021
AlignMixup: Improving Representations By Interpolating Aligned Features Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis WSOL 33 61 0 29 Mar 2021
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices Md Mohaimenuzzaman Christoph Bergmeir I. West B. Meyer 17 41 0 05 Mar 2021
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Yuan Gong Yu-An Chung James R. Glass VLM 104 144 0 02 Feb 2021
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 118 56 0 19 Oct 2020
An Ensemble of Convolutional Neural Networks for Audio Classification L. Nanni Gianluca Maguolo S. Brahnam M. Paci 13 86 0 15 Jul 2020
ESResNet: Environmental Sound Classification Based on Visual Domain Models A. Guzhov Federico Raue Jörn Hees Andreas Dengel VLM 19 91 0 15 Apr 2020
Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model Dongdong Wang Yandong Li Liqiang Wang Boqing Gong 24 48 0 31 Mar 2020
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification L. D. Pham Ian Mcloughlin Huy P Phan Ramaswamy Palaniappan Alfred Mertins 11 20 0 12 Feb 2020
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework L. D. Pham Huy P Phan T. Nguyen Ramaswamy Palaniappan Alfred Mertins Ian Mcloughlin 22 43 0 11 Feb 2020
Limitations of weak labels for embedding and tagging Nicolas Turpault Romain Serizel Emmanuel Vincent 23 9 0 05 Feb 2020
Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks Tianyu Pang Kun Xu Jun Zhu AAML 28 103 0 25 Sep 2019
Universal Adversarial Audio Perturbations Sajjad Abdoli L. G. Hafemann Jérôme Rony Ismail Ben Ayed P. Cardinal Alessandro Lameiras Koerich AAML 25 51 0 08 Aug 2019
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice Kyungyun Lee Juhan Nam 11 18 0 26 Jun 2019
Mixup of Feature Maps in a Hidden Layer for Training of Convolutional Neural Network Hideki Oki Takio Kurita SSL 14 4 0 24 Jun 2019
Multi-class Novelty Detection Using Mix-up Technique Supritam Bhattacharjee Devraj Mandal Soma Biswas 25 14 0 11 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 Apr 2019
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network Sajjad Abdoli P. Cardinal Alessandro Lameiras Koerich 36 270 0 18 Apr 2019
Hydranet: Data Augmentation for Regression Neural Networks Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 21 9 0 12 Jul 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 32 159 0 29 May 2018
Data Augmentation by Pairing Samples for Images Classification H. Inoue 28 420 0 09 Jan 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 267 13,368 0 25 Aug 2014