Adaptive Differential Denoising for Respiratory Sounds Classification Jun 3, 2025 Audio Classification Classification
Code Code Available 5 Audio classification with Dilated Convolution with Learnable Spacings Sep 25, 2023 Audio Classification Audio Tagging
Code Code Available 5 Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available 5 Efficient Training of Audio Transformers with Patchout Oct 11, 2021 Acoustic Scene Classification Audio Classification
Code Code Available 5 EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use Jul 12, 2022 Audio Classification Classification
Code Code Available 5 Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices Mar 5, 2021 Audio Classification Environmental Sound Classification
Code Code Available 5 LEAF: A Learnable Frontend for Audio Classification Jan 21, 2021 Audio Classification Classification
Code Code Available 5 Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification May 23, 2023 Audio Classification Contrastive Learning
Code Code Available 5 animal2vec and MeerKAT: A self-supervised transformer for rare-event raw audio input and a large-scale reference dataset for bioacoustics Jun 3, 2024 Audio Classification Benchmarking
Code Code Available 5 Audio Tagging on an Embedded Hardware Platform Jun 15, 2023 Audio Classification Audio Tagging
Code Code Available 5 RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting Oct 31, 2020 Audio Classification
Code Code Available 5 Learning with Out-of-Distribution Data for Audio Classification Feb 11, 2020 Audio Classification Classification
Code Code Available 5 DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification Mar 24, 2024 Audio Classification Information Retrieval
Code Code Available 5 Π-nets: Deep Polynomial Neural Networks Mar 8, 2020 Audio Classification Graph Representation Learning
Code Code Available 5 A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification Nov 24, 2022 Audio Classification Classification
Code Code Available 5 DASS: Distilled Audio State Space Models Are Stronger and More Duration-Scalable Learners Jul 4, 2024 Audio Classification Audio Tagging
Code Code Available 5 MetaAudio: A Few-Shot Audio Classification Benchmark Apr 5, 2022 Audio Classification Classification
Code Code Available 5 On Compositions of Transformations in Contrastive Self-Supervised Learning Mar 9, 2020 Action Recognition Audio Classification
Code Code Available 5 Masked Autoencoders that Listen Jul 13, 2022 Audio Classification Decoder
Code Code Available 5 CRNNs for Urban Sound Tagging with spatiotemporal context Aug 24, 2020 Audio Classification Audio Tagging
Code Code Available 5 Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning Feb 17, 2025 Audio Classification Audio Tagging
Code Code Available 5 Device-Robust Acoustic Scene Classification via Impulse Response Augmentation May 12, 2023 Acoustic Scene Classification Audio Classification
Code Code Available 5 Artificially Synthesising Data for Audio Classification and Segmentation to Improve Speech and Music Detection in Radio Broadcast Feb 19, 2021 Audio Classification Segmentation
Code Code Available 5 DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection Jun 29, 2021 Audio Classification Direction of Arrival Estimation
Code Code Available 5 MAE-AST: Masked Autoencoding Audio Spectrogram Transformer Mar 30, 2022 Audio Classification Decoder
Code Code Available 5 BEATs: Audio Pre-Training with Acoustic Tokenizers Dec 18, 2022 Audio Classification Self-Supervised Learning
Code Code Available 5 MAST: Multiscale Audio Spectrogram Transformers Nov 2, 2022 Audio Classification Keyword Spotting
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 Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance Nov 11, 2023 Audio Classification Sound Classification
Code Code Available 5 Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer Dec 16, 2021 Audio Classification Audio Tagging
Code Code Available 5 Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block Nov 5, 2022 Audio Classification Classification
Code Code Available 5 Broaden Your Views for Self-Supervised Video Learning Mar 30, 2021 Audio Classification Optical Flow Estimation
Code Code Available 5 Audio-Visual Instance Discrimination with Cross-Modal Agreement Apr 27, 2020 Action Recognition Audio Classification
Code Code Available 5 Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities Nov 30, 2023 Audio Classification Few-Shot Audio Classification
Code Code Available 5 A surrogate gradient spiking baseline for speech command recognition Aug 22, 2022 Audio Classification Time Series
Code Code Available 5 ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions Jul 11, 2024 All Audio Classification
Code Code Available 5 EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning Mar 14, 2024 Audio Classification audio-visual 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 CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition Oct 18, 2023 Audio Classification Contrastive Learning
Code Code Available 5 ATST: Audio Representation Learning with Teacher-Student Transformer Apr 26, 2022 Audio Classification Instrument Recognition
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 Federated Self-Training for Semi-Supervised Audio Recognition Jul 14, 2021 Audio Classification Federated Learning
Code Code Available 5 CNN Architectures for Large-Scale Audio Classification Sep 29, 2016 Audio Classification Event Detection
Code Code Available 5 AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath Mar 15, 2022 8k Audio Classification
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 Fluctuation-driven initialization for spiking neural network training Jun 21, 2022 Audio Classification
Code Code Available 5 Few-shot Class-incremental Audio Classification Using Stochastic Classifier Jun 3, 2023 Audio Classification Classification
Code Code Available 5 From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation Sep 27, 2024 Audio Classification Audio Generation
Code Code Available 5 On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification Feb 2, 2024 Audio Classification Few-Shot Audio Classification
Code Code Available 5 