An Ensemble of Convolutional Neural Networks for Audio Classification Jul 15, 2020 Audio Classification Classification
— Unverified Private Speech Classification with Secure Multiparty Computation Jul 1, 2020 Audio Classification Audio Signal Processing
— Unverified A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Jun 30, 2020 Audio Classification Transfer Learning
— Unverified Self-Supervised MultiModal Versatile Networks Jun 29, 2020 Action Recognition In Videos Audio Classification
Code Code Available A Deep Neural Network for Audio Classification with a Classifier Attention Mechanism Jun 14, 2020 Audio Classification General Classification
— Unverified Large Scale Audiovisual Learning of Sounds with Weakly Labeled Data May 29, 2020 Audio Classification
— Unverified Microphone Array Based Surveillance Audio Classification May 22, 2020 Audio Classification Classification
— Unverified A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES May 1, 2020 Audio Classification BIG-bench Machine Learning
— Unverified Automatic Classification of Large-Scale Respiratory Sound Dataset Based on Convolutional Neural Network Jan 30, 2020 Audio Classification Classification
— Unverified Exploring Context, Attention and Audio Features for Audio Visual Scene-Aware Dialog Dec 20, 2019 Audio Classification Visual Grounding
— Unverified Leveraging Topics and Audio Features with Multimodal Attention for Audio Visual Scene-Aware Dialog Dec 20, 2019 Audio Classification Response Generation
— Unverified Data augmentation approaches for improving animal audio classification Dec 16, 2019 Audio Classification Classification
— Unverified Environmental Sound Classification with Parallel Temporal-spectral Attention Dec 14, 2019 Acoustic Scene Classification Audio Classification
— Unverified Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation Dec 11, 2019 Audio Classification Data Augmentation
Code Code Available LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning Algorithm Dec 5, 2019 Audio Classification Diagnostic
Code Code Available Self-Supervised Learning by Cross-Modal Audio-Video Clustering Nov 28, 2019 Action Recognition Audio Classification
Code Code Available An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy Nov 21, 2019 Audio Classification Classification
— Unverified Cross-modal supervised learning for better acoustic representations Nov 15, 2019 Audio Classification General Classification
Code Code Available Segment Relevance Estimation for Audio Analysis and Weakly-Labelled Classification Nov 12, 2019 Audio Classification Classification
— Unverified Label-efficient audio classification through multitask learning and self-supervision Oct 19, 2019 Audio Classification Classification
— Unverified The Heidelberg spiking datasets for the systematic evaluation of spiking neural networks Oct 16, 2019 Audio Classification General Classification
— Unverified SpectroBank: A filter-bank convolutional layer for CNN-based audio applications Sep 25, 2019 Audio Classification
— Unverified Certifying Neural Network Audio Classifiers Sep 25, 2019 Audio Classification
— Unverified Defensive Tensorization: Randomized Tensor Parametrization for Robust Neural Networks Sep 25, 2019 Adversarial Defense Audio Classification
— Unverified AI for Earth: Rainforest Conservation by Acoustic Surveillance Aug 20, 2019 Audio Classification BIG-bench Machine Learning
— Unverified Universal Adversarial Audio Perturbations Aug 8, 2019 Audio Classification
Code Code Available Compact Global Descriptor for Neural Networks Jul 23, 2019 Audio Classification Deep Attention
Code Code Available Deep Neural Baselines for Computational Paralinguistics Jul 5, 2019 Audio Classification BIG-bench Machine Learning
— Unverified On the performance of residual block design alternatives in convolutional neural networks for end-to-end audio classification Jun 26, 2019 Audio Classification Classification
— Unverified Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes Jun 12, 2019 Activity Recognition Audio Classification
Code Code Available Simultaneously Learning Architectures and Features of Deep Neural Networks Jun 11, 2019 Audio Classification Classification
— Unverified CNN depth analysis with different channel inputs for Acoustic Scene Classification Jun 10, 2019 Acoustic Scene Classification Audio Classification
— Unverified Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition May 28, 2019 Audio Classification Bayesian Inference
Code Code Available Zero-Shot Audio Classification Based on Class Label Embeddings May 6, 2019 Audio Classification Classification
— Unverified A Robust Approach for Securing Audio Classification Against Adversarial Attacks Apr 24, 2019 Audio Classification BIG-bench Machine Learning
— Unverified Audio-Visual Model Distillation Using Acoustic Images Apr 16, 2019 Action Recognition Audio Classification
Code Code Available Audio Classification of Bit-Representation Waveform Apr 8, 2019 Audio Classification Classification
— Unverified Improving performance and inference on audio classification tasks using capsule networks Feb 13, 2019 Audio Classification Classification
— Unverified Context, Attention and Audio Feature Explorations for Audio Visual Scene-Aware Dialog Dec 20, 2018 Audio Classification General Classification
— Unverified Cross-domain Deep Feature Combination for Bird Species Classification with Audio-visual Data Nov 26, 2018 Audio Classification Bird Species Classification With Audio-Visual Data
— Unverified AclNet: efficient end-to-end audio classification CNN Nov 16, 2018 Audio Classification Classification
— Unverified Ubicoustics: Plug-and-Play Acoustic Activity Recognition Oct 14, 2018 Activity Recognition Audio Classification
Code Code Available Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization Jun 30, 2018 Action Recognition Audio Classification
— Unverified A Closer Look at Weak Label Learning for Audio Events Apr 24, 2018 Audio Classification Event Detection
Code Code Available Multi-level Attention Model for Weakly Supervised Audio Classification Mar 6, 2018 Audio Classification
Code Code Available Masked Conditional Neural Networks for Audio Classification Mar 6, 2018 Audio Classification Classification
Code Code Available WSNet: Learning Compact and Efficient Networks with Weight Sampling Jan 1, 2018 Audio Classification General Classification
— Unverified Representations of Sound in Deep Learning of Audio Features from Music Dec 8, 2017 Audio Classification General Classification
— Unverified Raw Waveform-based Audio Classification Using Sample-level CNN Architectures Dec 4, 2017 Audio Classification Classification
— Unverified Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification Dec 2, 2017 Audio Classification Audio Denoising
— Unverified 