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 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 CRNNs for Urban Sound Tagging with spatiotemporal context Aug 24, 2020 Audio Classification Audio Tagging
Code Code Available Ultra-light deep MIR by trimming lottery tickets Jul 31, 2020 Audio Classification CPU
Code Code Available Rethinking CNN Models for Audio Classification Jul 22, 2020 Audio Classification 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 Generalised Interpretable Shapelets for Irregular Time Series May 28, 2020 Audio Classification Irregular Time Series
Code Code Available Audio-Visual Instance Discrimination with Cross-Modal Agreement Apr 27, 2020 Action Recognition Audio Classification
Code Code Available On Compositions of Transformations in Contrastive Self-Supervised Learning Mar 9, 2020 Action Recognition Audio Classification
Code Code Available Π-nets: Deep Polynomial Neural Networks Mar 8, 2020 Audio Classification Graph Representation Learning
Code Code Available Speech emotion recognition with deep convolutional neural networks Feb 15, 2020 Audio Classification Emotion Recognition
Code Code Available Learning with Out-of-Distribution Data for Audio Classification Feb 11, 2020 Audio Classification Classification
Code Code Available AudioMNIST: Exploring Explainable Artificial Intelligence for Audio Analysis on a Simple Benchmark Jul 9, 2018 Audio Classification Decision Making
Code Code Available CNN Architectures for Large-Scale Audio Classification Sep 29, 2016 Audio Classification Event Detection
Code Code Available Task-Specific Audio Coding for Machines: Machine-Learned Latent Features Are Codes for That Machine Jul 17, 2025 Audio Classification Automatic Speech Recognition
— Unverified MUPAX: Multidimensional Problem Agnostic eXplainable AI Jul 17, 2025 Anatomical Landmark Detection Audio Classification
— Unverified Neuromorphic Wireless Split Computing with Resonate-and-Fire Neurons Jun 24, 2025 Audio Classification
— Unverified Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier Jun 23, 2025 Audio Classification
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 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 4,500 Seconds: Small Data Training Approaches for Deep UAV Audio Classification May 21, 2025 Audio Classification parameter-efficient fine-tuning
Code Code Available 15,500 Seconds: Lean UAV Classification Leveraging PEFT and Pre-Trained Networks May 21, 2025 Audio Classification Data Augmentation
Code Code Available Large Language Models Implicitly Learn to See and Hear Just By Reading May 20, 2025 Audio Classification image-classification
— Unverified 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 Can Masked Autoencoders Also Listen to Birds? Apr 17, 2025 Audio Classification Multi-Label Classification
— Unverified Progressive Rock Music Classification Apr 15, 2025 Audio Classification Classification
— Unverified Token Pruning in Audio Transformers: Optimizing Performance and Decoding Patch Importance Apr 2, 2025 Audio Classification
Code Code Available CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Mar 30, 2025 Action Classification Action Recognition
— Unverified M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAP Mar 28, 2025 Audio captioning Audio Classification
Code Code Available Symbolic Audio Classification via Modal Decision Tree Learning Mar 21, 2025 Audio Classification Classification
— Unverified Fundamental Survey on Neuromorphic Based Audio Classification Feb 20, 2025 Audio Classification Classification
— Unverified LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging Jan 7, 2025 Audio Classification Graph Neural Network
— Unverified TSPE: Task-Specific Prompt Ensemble for Improved Zero-Shot Audio Classification Dec 31, 2024 Audio Classification Classification
— Unverified Domain-Incremental Learning for Audio Classification Dec 23, 2024 Audio Classification Classification
— Unverified Continual Low-Rank Scaled Dot-product Attention Dec 4, 2024 Action Detection Audio Classification
— Unverified Raw Audio Classification with Cosine Convolutional Neural Network (CosCovNN) Nov 30, 2024 Audio Classification
— Unverified STREAM: A Universal State-Space Model for Sparse Geometric Data Nov 19, 2024 Audio Classification Event-based vision
— Unverified Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers Nov 8, 2024 Audio Classification Classification
— Unverified Performance Analysis of Hybrid Quantum-Classical Convolutional Neural Networks for Audio Classification Nov 4, 2024 Audio Classification Quantum Machine Learning
Code Code Available A Novel Score-CAM based Denoiser for Spectrographic Signature Extraction without Ground Truth Oct 28, 2024 Audio Classification Denoising
— Unverified Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks Oct 28, 2024 Audio Classification Classification
— Unverified Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals Oct 16, 2024 Audio Classification Time Series
— Unverified Spectral and Rhythm Features for Audio Classification with Deep Convolutional Neural Networks Oct 9, 2024 Audio Classification Rhythm
— Unverified A Multimodal Framework for Deepfake Detection Oct 4, 2024 Audio Classification DeepFake Detection
— Unverified 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 DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification Sep 19, 2024 Audio Classification Classification
— Unverified A sound description: Exploring prompt templates and class descriptions to enhance zero-shot audio classification Sep 19, 2024 Audio Classification Classification
— Unverified A Framework for Synthetic Audio Conversations Generation using Large Language Models Sep 2, 2024 Audio Classification Audio Tagging
— Unverified 