Exploring Meta Information for Audio-based Zero-shot Bird Classification Sep 15, 2023 Audio Classification Zero-shot Audio Classification
Code Code Available Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification Oct 4, 2024 Audio Classification Few-Shot Audio Classification
Code Code Available Enhancing Audio-Language Models through Self-Supervised Post-Training with Text-Audio Pairs Aug 17, 2024 Audio Classification Contrastive Learning
Code Code Available EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection Sep 11, 2023 Audio Classification Network Pruning
Code Code Available Deep Feature Learning for Medical Acoustics Aug 5, 2022 Audio Classification
Code Code Available A Deep Bag-of-Features Model for Music Auto-Tagging Aug 20, 2015 Audio Classification Information Retrieval
Code Code Available Cross-modal supervised learning for better acoustic representations Nov 15, 2019 Audio Classification General Classification
Code Code Available SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms Nov 17, 2022 Acoustic Scene Classification Anomaly Detection
Code Code Available A Closer Look at Weak Label Learning for Audio Events Apr 24, 2018 Audio Classification Event Detection
Code Code Available 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 Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds May 29, 2025 Audio Classification
Code Code Available Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data Feb 18, 2016 Audio Classification
Code Code Available Ubicoustics: Plug-and-Play Acoustic Activity Recognition Oct 14, 2018 Activity Recognition Audio Classification
Code Code Available On-device Online Learning and Semantic Management of TinyML Systems May 13, 2024 Audio Classification image-classification
Code Code Available Compact Global Descriptor for Neural Networks Jul 23, 2019 Audio Classification Deep Attention
Code Code Available Auto deep learning for bioacoustic signals Nov 8, 2023 Audio Classification Classification
Code Code Available AudRandAug: Random Image Augmentations for Audio Classification Sep 9, 2023 Audio Classification 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 nEMO: Dataset of Emotional Speech in Polish Apr 9, 2024 Audio Classification Emotion Recognition
Code Code Available On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples Jul 19, 2021 Audio Classification
Code Code Available A Study on Broadcast Networks for Music Genre Classification Aug 25, 2022 Audio Classification Classification
Code Code Available Multi-level Attention Model for Weakly Supervised Audio Classification Mar 6, 2018 Audio Classification
Code Code Available Multi-label audio classification with a noisy zero-shot teacher Jul 20, 2024 Audio Classification Data Augmentation
Code Code Available 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 Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes Jun 12, 2019 Activity Recognition Audio Classification
Code Code Available Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio Classification Nov 4, 2024 Audio Classification Quantum Machine Learning
Code Code Available Audio-Visual Model Distillation Using Acoustic Images Apr 16, 2019 Action Recognition Audio Classification
Code Code Available 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 Play It Back: Iterative Attention for Audio Recognition Oct 20, 2022 Audio Classification
Code Code Available Augmenting Deep Classifiers with Polynomial Neural Networks Apr 16, 2021 Audio Classification General Classification
Code Code Available Study of positional encoding approaches for Audio Spectrogram Transformers Oct 13, 2021 Audio Classification
Code Code Available Audiovisual Masked Autoencoders Dec 9, 2022 Audio Classification Representation Learning
Code Code Available Audiogmenter: a MATLAB Toolbox for Audio Data Augmentation Dec 11, 2019 Audio Classification Data Augmentation
Code Code Available Uncertainty Calibration for Deep Audio Classifiers Jun 27, 2022 Audio Classification Classification
Code Code Available 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 LungBRN: A Smart Digital Stethoscope for Detecting Respiratory Disease Using bi-ResNet Deep Learning Algorithm Dec 5, 2019 Audio Classification Diagnostic
Code Code Available 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 Rank-based loss for learning hierarchical representations Oct 11, 2021 Audio Classification Triplet
Code Code Available AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes Aug 14, 2023 Audio Classification Classification
Code Code Available AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework For Asthma Classification Using Lung Sounds Aug 1, 2023 Asthmatic Lung Sound Classification Audio Classification
Code Code Available Look, Listen and Learn May 23, 2017 Audio Classification General Classification
Code Code Available 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 Learning Rate Curriculum May 18, 2022 Audio Classification QNLI
Code Code Available Learning Audio Concepts from Counterfactual Natural Language Jan 10, 2024 Audio captioning Audio Classification
Code Code Available Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases May 13, 2024 Audio Classification Diagnostic
Code Code Available Attention Bottlenecks for Multimodal Fusion Jun 30, 2021 Action Classification Action Recognition
Code Code Available Investigating the Emergent Audio Classification Ability of ASR Foundation Models Nov 15, 2023 Audio Classification Decoder
Code Code Available ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds Aug 22, 2024 Audio Classification Diagnostic
Code Code Available Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Jun 23, 2025 Audio Classification
Code Code Available Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition May 28, 2019 Audio Classification Bayesian Inference
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