MAST: Multiscale Audio Spectrogram Transformers Nov 2, 2022 Audio Classification Keyword Spotting
Code Code Available 5 MAX-AST: COMBINING CONVOLUTION, LOCAL AND GLOBAL SELF-ATTENTIONS FOR AUDIO EVENT CLASSIFICATION Apr 14, 2024 Audio Classification
Code Code Available 5 Adaptive Differential Denoising for Respiratory Sounds Classification Jun 3, 2025 Audio Classification Classification
Code Code Available 5 Continual Transformers: Redundancy-Free Attention for Online Inference Jan 17, 2022 Action Detection Audio Classification
Code Code Available 5 Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions Jun 23, 2024 Audio Classification Parkinson Detection from Speech
Code Code Available 5 EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning Mar 14, 2024 Audio Classification audio-visual learning
Code Code Available 5 Π-nets: Deep Polynomial Neural Networks Mar 8, 2020 Audio Classification Graph Representation Learning
Code Code Available 5 Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models Apr 9, 2024 Audio Classification Generalized Zero-Shot Learning
Code Code Available 5 LEAF: A Learnable Frontend for Audio Classification Jan 21, 2021 Audio Classification Classification
Code Code Available 5 MAE-AST: Masked Autoencoding Audio Spectrogram Transformer Mar 30, 2022 Audio Classification Decoder
Code Code Available 5 PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Feb 2, 2021 Audio Classification Audio Tagging
Code Code Available 5 CRNNs for Urban Sound Tagging with spatiotemporal context Aug 24, 2020 Audio Classification Audio Tagging
Code Code Available 5 AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights Jun 15, 2020 Audio Classification Image Classification
Code Code Available 5 Ultra-light deep MIR by trimming lottery tickets Jul 31, 2020 Audio Classification CPU
Code Code Available 5 CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning Feb 2, 2025 Audio Classification Clustering
Code Code Available 5 Piano Skills Assessment Jan 13, 2021 Action Quality Assessment Audio Classification
Code Code Available 5 Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases May 13, 2024 Audio Classification Diagnostic
Code Code Available 5 Deep Feature Learning for Medical Acoustics Aug 5, 2022 Audio Classification
Code Code Available 5 Rank-based loss for learning hierarchical representations Oct 11, 2021 Audio Classification Triplet
Code Code Available 5 Augmenting Deep Classifiers with Polynomial Neural Networks Apr 16, 2021 Audio Classification General Classification
Code Code Available 5 Play It Back: Iterative Attention for Audio Recognition Oct 20, 2022 Audio Classification
Code Code Available 5 Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices Aug 13, 2021 Audio Classification Classification
Code Code Available 5 Cross-modal supervised learning for better acoustic representations Nov 15, 2019 Audio Classification General Classification
Code Code Available 5 Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation Dec 11, 2019 Audio Classification Data Augmentation
Code Code Available 5 AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes Aug 14, 2023 Audio Classification Classification
Code Code Available 5 Patient-Aware Feature Alignment for Robust Lung Sound Classification:Cohesion-Separation and Global Alignment Losses May 28, 2025 Audio Classification Lung Sound Classification
Code Code Available 5 Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio Classification Nov 4, 2024 Audio Classification Quantum Machine Learning
Code Code Available 5 Self-Supervised Learning by Cross-Modal Audio-Video Clustering Nov 28, 2019 Action Recognition Audio Classification
Code Code Available 5 On-device Online Learning and Semantic Management of TinyML Systems May 13, 2024 Audio Classification image-classification
Code Code Available 5 Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data Feb 18, 2016 Audio Classification
Code Code Available 5 nEMO: Dataset of Emotional Speech in Polish Apr 9, 2024 Audio Classification Emotion Recognition
Code Code Available 5 On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples Jul 19, 2021 Audio Classification
Code Code Available 5 Multi-level Attention Model for Weakly Supervised Audio Classification Mar 6, 2018 Audio Classification
Code Code Available 5 Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input Oct 26, 2022 Audio Classification Audio Tagging
Code Code Available 5 Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Apr 9, 2024 Audio Classification
Code Code Available 5 Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes Jun 12, 2019 Activity Recognition Audio Classification
Code Code Available 5 4,500 Seconds: Small Data Training Approaches for Deep UAV Audio Classification May 21, 2025 Audio Classification parameter-efficient fine-tuning
Code Code Available 5 Masked Conditional Neural Networks for Audio Classification Mar 6, 2018 Audio Classification Classification
Code Code Available 5 Compact Global Descriptor for Neural Networks Jul 23, 2019 Audio Classification Deep Attention
Code Code Available 5 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 5 Multi-label audio classification with a noisy zero-shot teacher Jul 20, 2024 Audio Classification Data Augmentation
Code Code Available 5 Self-Supervised MultiModal Versatile Networks Jun 29, 2020 Action Recognition In Videos Audio Classification
Code Code Available 5 LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram Oct 29, 2021 Audio Classification Lung Sound Classification
Code Code Available 5 Attention Bottlenecks for Multimodal Fusion Jun 30, 2021 Action Classification Action Recognition
Code Code Available 5 Look, Listen and Learn May 23, 2017 Audio Classification General Classification
Code Code Available 5 LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning Algorithm Dec 5, 2019 Audio Classification Diagnostic
Code Code Available 5 A Training Framework for Optimal and Stable Training of Polynomial Neural Networks May 16, 2025 Audio Classification Homomorphic Encryption for Deep Learning
Code Code Available 5 15,500 Seconds: Lean UAV Classification Leveraging PEFT and Pre-Trained Networks May 21, 2025 Audio Classification Data Augmentation
Code Code Available 5 M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP Mar 28, 2025 Audio captioning Audio Classification
Code Code Available 5 A Study on Broadcast Networks for Music Genre Classification Aug 25, 2022 Audio Classification Classification
Code Code Available 5 