Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead May 19, 2021 Audio Classification Crowd Counting
— Unverified Sparse Spiking Gradient Descent May 18, 2021 Audio Classification Image Classification
Code Code Available Accent Recognition with Hybrid Phonetic Features May 5, 2021 Audio Classification Automatic Speech Recognition
— Unverified Audio Transformers May 1, 2021 Audio Classification Unsupervised Pre-training
— Unverified IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research Apr 28, 2021 Audio Classification General Classification
— Unverified DASEE A Synthetic Database of Domestic Acoustic Scenes and Events in Dementia Patients Environment Apr 27, 2021 Audio Classification Room Impulse Response (RIR)
— Unverified VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Apr 22, 2021 Action Classification Action Recognition
Code Code Available Augmenting Deep Classifiers with Polynomial Neural Networks Apr 16, 2021 Audio Classification General Classification
Code Code Available Audio feature ranking for sound-based COVID-19 patient detection Apr 14, 2021 Audio Classification Classification
— Unverified AST: Audio Spectrogram Transformer Apr 5, 2021 Audio Classification Audio Tagging
Code Code Available COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features Apr 2, 2021 Audio Classification BIG-bench Machine Learning
— Unverified Broaden Your Views for Self-Supervised Video Learning Mar 30, 2021 Audio Classification Optical Flow Estimation
Code Code Available Self-paced ensemble learning for speech and audio classification Mar 22, 2021 Audio Classification Classification
— Unverified Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Mar 12, 2021 Audio Classification domain classification
— Unverified Multi-Format Contrastive Learning of Audio Representations Mar 11, 2021 Audio Classification Contrastive Learning
— Unverified Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices Mar 5, 2021 Audio Classification Environmental Sound Classification
Code Code Available Slow-Fast Auditory Streams For Audio Recognition Mar 5, 2021 Audio Classification Human Interaction Recognition
Code Code Available Perceiver: General Perception with Iterative Attention Mar 4, 2021 3D Point Cloud Classification Audio Classification
Code Code Available Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast Feb 19, 2021 Audio Classification Segmentation
Code Code Available Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation Feb 16, 2021 Audio Classification Data Augmentation
— Unverified Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining Feb 16, 2021 Audio Classification Event Detection
— Unverified Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Feb 13, 2021 Audio Classification Classification
— Unverified Enhancing Audio Augmentation Methods with Consistency Learning Feb 9, 2021 Audio Classification Audio Tagging
— Unverified PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Feb 2, 2021 Audio Classification Audio Tagging
Code Code Available LEAF: A Learnable Frontend for Audio Classification Jan 21, 2021 Audio Classification Classification
Code Code Available Piano Skills Assessment Jan 13, 2021 Action Quality Assessment Audio Classification
Code Code Available A Universal Learnable Audio Frontend Jan 1, 2021 Audio Classification
— Unverified A Study of Few-Shot Audio Classification Dec 2, 2020 Audio Classification BIG-bench Machine Learning
— Unverified COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings Dec 2, 2020 Audio Classification BIG-bench Machine Learning
— Unverified Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections Nov 25, 2020 Audio Classification Classification
— Unverified Zero-Shot Audio Classification via Semantic Embeddings Nov 24, 2020 Audio Classification Classification
— Unverified RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting Oct 31, 2020 Audio Classification
Code Code Available Urban Sound Classification : striving towards a fair comparison Oct 22, 2020 Audio Classification Audio Tagging
Code Code Available Multi-modal Self-Supervision from Generalized Data Transformations Sep 28, 2020 Audio Classification Retrieval
— Unverified CRNNs for Urban Sound Tagging with spatiotemporal context Aug 24, 2020 Audio Classification Audio Tagging
Code Code Available Detecting Aedes Aegypti Mosquitoes through Audio Classification with Convolutional Neural Networks Aug 19, 2020 Audio Classification General Classification
— Unverified LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation Aug 1, 2020 Audio Classification Data Augmentation
— Unverified Ultra-light deep MIR by trimming lottery tickets Jul 31, 2020 Audio Classification CPU
Code Code Available Text-based classification of interviews for mental health -- juxtaposing the state of the art Jul 29, 2020 Audio Classification Classification
Code Code Available Rethinking CNN Models for Audio Classification Jul 22, 2020 Audio Classification Classification
Code Code Available 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 AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights Jun 15, 2020 Audio Classification Image 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 Generalised Interpretable Shapelets for Irregular Time Series May 28, 2020 Audio Classification Irregular Time Series
Code Code Available Microphone Array Based Surveillance Audio Classification May 22, 2020 Audio Classification Classification
— Unverified 