FlexiAST: Flexibility is What AST Needs Jul 18, 2023 Audio Classification
— Unverified AsTFSONN: A Unified Framework Based on Time-Frequency Domain Self-Operational Neural Network for Asthmatic Lung Sound Classification Jul 10, 2023 Asthmatic Lung Sound Classification Audio Classification
Code Code Available S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks Jun 27, 2023 Audio Classification Event-based Optical Flow
Code Code Available Few-shot Class-incremental Audio Classification Using Dynamically Expanded Classifier with Self-attention Modified Prototypes May 31, 2023 Audio Classification Classification
Code Code Available Bytes Are All You Need: Transformers Operating Directly On File Bytes May 31, 2023 All Audio Classification
Code Code Available Audio classification using ML methods May 30, 2023 Audio Classification Classification
— Unverified Adapting Language-Audio Models as Few-Shot Audio Learners May 28, 2023 Audio Classification Classification
— Unverified LEAN: Light and Efficient Audio Classification Network May 22, 2023 Audio Classification Classification
— Unverified Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization May 11, 2023 Audio Classification
— Unverified Compressing audio CNNs with graph centrality based filter pruning May 5, 2023 Acoustic Scene Classification Audio Classification
— Unverified Transformer-based Sequence Labeling for Audio Classification based on MFCCs Apr 30, 2023 Audio Classification Classification
— Unverified Multiscale Audio Spectrogram Transformer for Efficient Audio Classification Mar 19, 2023 Audio Classification Classification
— Unverified Content Adaptive Front End For Audio Classification Mar 18, 2023 Audio Classification Audio Signal Processing
— Unverified Face: Fast, Accurate and Context-Aware Audio Annotation and Classification Mar 7, 2023 Active Learning Audio Classification
Code Code Available HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification Feb 27, 2023 Audio Classification Few-Shot Audio Classification
— Unverified FOSI: Hybrid First and Second Order Optimization Feb 16, 2023 Audio Classification Language Modelling
Code Code Available Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition Feb 16, 2023 Audio Classification Automatic Speech Recognition
— Unverified Audio-Visual Contrastive Learning with Temporal Self-Supervision Feb 15, 2023 Action Recognition Audio Classification
— Unverified SemanticAC: Semantics-Assisted Framework for Audio Classification Feb 12, 2023 Audio Classification Classification
— Unverified Visual Transformers for Primates Classification and Covid Detection Dec 20, 2022 Audio Classification Classification
— Unverified Audiovisual Masked Autoencoders Dec 9, 2022 Audio Classification Representation Learning
Code Code Available Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution Nov 30, 2022 Audio Classification Deep Learning
— Unverified SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms Nov 17, 2022 Acoustic Scene Classification Anomaly Detection
Code Code Available "Seeing Sound": Audio Classification with the Wigner-Wille Distribution and Convolutional Neural Networks Nov 6, 2022 Audio Classification Self-Driving Cars
— Unverified Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input Oct 26, 2022 Audio Classification Audio Tagging
Code Code Available Adaptive re-calibration of channel-wise features for Adversarial Audio Classification Oct 21, 2022 Audio Classification Face Swapping
— Unverified Play It Back: Iterative Attention for Audio Recognition Oct 20, 2022 Audio Classification
Code Code Available Multiscale Multimodal Transformer for Multimodal Action Recognition Sep 22, 2022 Action Recognition Audio Classification
— Unverified AVT: Audio-Video Transformer for Multimodal Action Recognition Sep 22, 2022 Action Recognition Audio Classification
— Unverified Investigating current-based and gating approaches for accurate and energy-efficient spiking recurrent neural networks Sep 15, 2022 Audio Classification Temporal Sequences
— Unverified Improving the Environmental Perception of Autonomous Vehicles using Deep Learning-based Audio Classification Sep 9, 2022 Audio Classification Autonomous Vehicles
— Unverified Audio Analytics-based Human Trafficking Detection Framework for Autonomous Vehicles Sep 9, 2022 Audio Classification Autonomous Vehicles
— Unverified Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices Sep 8, 2022 Action Detection Activity Detection
— Unverified A Study on Broadcast Networks for Music Genre Classification Aug 25, 2022 Audio Classification Classification
Code Code Available Deep Feature Learning for Medical Acoustics Aug 5, 2022 Audio Classification
Code Code Available Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset Jul 12, 2022 Audio Classification
— Unverified Uncertainty Calibration for Deep Audio Classifiers Jun 27, 2022 Audio Classification Classification
Code Code Available 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices Jun 17, 2022 Audio Classification
— Unverified Investigating Multi-Feature Selection and Ensembling for Audio Classification Jun 15, 2022 Audio Classification Classification
— Unverified Feature-informed Embedding Space Regularization For Audio Classification Jun 10, 2022 Audio Classification Classification
— Unverified Zero-Shot Audio Classification using Image Embeddings Jun 10, 2022 Audio Classification Classification
— Unverified Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks May 30, 2022 Audio Classification Image Classification
Code Code Available Augmentation-induced Consistency Regularization for Classification May 25, 2022 Audio Classification Classification
— Unverified Learning Rate Curriculum May 18, 2022 Audio Classification QNLI
Code Code Available Automatic Tuberculosis and COVID-19 cough classification using deep learning May 11, 2022 Audio Classification Classification
— Unverified On Negative Sampling for Audio-Visual Contrastive Learning from Movies Apr 29, 2022 Action Recognition Audio Classification
— Unverified A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION Apr 27, 2022 Audio Classification Data Augmentation
— Unverified Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention Apr 24, 2022 Audio Classification Few-Shot Learning
— Unverified MAP-SNN: Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks Apr 21, 2022 Audio Classification Diversity
Code Code Available 