Multi-label Zero-Shot Audio Classification with Temporal Attention Aug 31, 2024 Audio Classification Classification
— Unverified ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation Aug 28, 2024 Audio Classification Federated Learning
— Unverified EAViT: External Attention Vision Transformer for Audio Classification Aug 23, 2024 Audio Classification Classification
— Unverified ILDNet: A Novel Deep Learning Framework for Interstitial Lung Disease Identification Using Respiratory Sounds Aug 22, 2024 Audio Classification Diagnostic
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 Dilated Convolution with Learnable Spacings Aug 10, 2024 Audio Classification object-detection
— Unverified Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation Jul 30, 2024 Audio Classification Binary Classification
— Unverified Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation Jul 27, 2024 Audio Classification class-incremental learning
— Unverified Multi-label audio classification with a noisy zero-shot teacher Jul 20, 2024 Audio Classification Data Augmentation
Code Code Available Advancing Continual Learning for Robust Deepfake Audio Classification Jul 14, 2024 Audio Classification Classification
— Unverified Fully Few-shot Class-incremental Audio Classification Using Expandable Dual-embedding Extractor Jun 12, 2024 Audio Classification
Code Code Available FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation Jun 11, 2024 Audio Classification Knowledge Distillation
Code Code Available Contrastive Learning from Synthetic Audio Doppelgängers Jun 9, 2024 Audio Classification Contrastive Learning
— Unverified M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation Jun 4, 2024 Audio Classification Linear evaluation
Code Code Available Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification May 16, 2024 Audio Classification Computed Tomography (CT)
— Unverified On-device Online Learning and Semantic Management of TinyML Systems May 13, 2024 Audio Classification image-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 AFEN: Respiratory Disease Classification using Ensemble Learning May 8, 2024 Audio Classification Classification
— Unverified AudioProtoPNet: An interpretable deep learning model for bird sound classification Apr 16, 2024 Audio Classification Classification
— Unverified Masked Modeling Duo: Towards a Universal Audio Pre-training Framework Apr 9, 2024 Audio Classification
Code Code Available nEMO: Dataset of Emotional Speech in Polish Apr 9, 2024 Audio Classification Emotion Recognition
Code Code Available Mixer is more than just a model Feb 28, 2024 Audio Classification Environmental Sound Classification
— Unverified Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data Feb 7, 2024 Audio Classification Classification
— Unverified From Coarse to Fine: Efficient Training for Audio Spectrogram Transformers Jan 16, 2024 Audio Classification
— Unverified Learning Audio Concepts from Counterfactual Natural Language Jan 10, 2024 Audio captioning Audio Classification
Code Code Available Class-Incremental Learning for Multi-Label Audio Classification Jan 9, 2024 Audio Classification Classification
— Unverified OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning Jan 1, 2024 3D Point Cloud Classification Action Classification
— Unverified On the choice of the optimal temporal support for audio classification with Pre-trained embeddings Dec 21, 2023 Audio Classification
— Unverified Formal Verification of Long Short-Term Memory based Audio Classifiers: A Star based Approach Nov 16, 2023 Audio Classification Classification
Code Code Available Investigating the Emergent Audio Classification Ability of ASR Foundation Models Nov 15, 2023 Audio Classification Decoder
Code Code Available Pruning random resistive memory for optimizing analogue AI Nov 13, 2023 Audio Classification Image Segmentation
— Unverified Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities Nov 9, 2023 Action Classification Audio Classification
— Unverified Auto deep learning for bioacoustic signals Nov 8, 2023 Audio Classification Classification
Code Code Available OmniVec: Learning robust representations with cross modal sharing Nov 7, 2023 3D Point Cloud Classification Action Classification
— Unverified Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks Oct 15, 2023 Audio Classification image-classification
— Unverified CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models Oct 12, 2023 Attribute Audio Classification
— Unverified Diffusion Models as Masked Audio-Video Learners Oct 5, 2023 Audio Classification Contrastive Learning
— Unverified Audio Contrastive based Fine-tuning Sep 21, 2023 Audio Classification Contrastive Learning
— Unverified Improving Speech Recognition for African American English With Audio Classification Sep 16, 2023 Audio Classification Automatic Speech Recognition
— Unverified Exploring Meta Information for Audio-based Zero-shot Bird Classification Sep 15, 2023 Audio Classification Zero-shot Audio Classification
Code Code Available Diverse Audio Embeddings-- Bringing Features Back Outperforms CLAP ! Sep 15, 2023 Audio Classification
— Unverified EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection Sep 11, 2023 Audio Classification Network Pruning
Code Code Available AudRandAug: Random Image Augmentations for Audio Classification Sep 9, 2023 Audio Classification Classification
Code Code Available Learning Speech Representation From Contrastive Token-Acoustic Pretraining Sep 1, 2023 Audio Classification Automatic Speech Recognition
— Unverified Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion Aug 24, 2023 Audio Classification Binary Classification
— Unverified LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition Aug 23, 2023 Audio Classification
— Unverified BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge Aug 20, 2023 Audio Classification Segmentation
— Unverified 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 Detection of Children Abuse by Voice and Audio Classification by Short-Time Fourier Transform Machine Learning implemented on Nvidia Edge GPU device Jul 27, 2023 Abuse Detection Audio Classification
— Unverified 