Few-shot Class-incremental Audio Classification Using Stochastic Classifier Jun 3, 2023 Audio Classification Classification
Code Code Available Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification May 23, 2023 Audio Classification Contrastive Learning
Code Code Available Device-Robust Acoustic Scene Classification via Impulse Response Augmentation May 12, 2023 Acoustic Scene Classification Audio Classification
Code Code Available UNFUSED: UNsupervised Finetuning Using SElf supervised Distillation Mar 10, 2023 Audio Classification Self-Supervised Learning
Code Code Available BEATs: Audio Pre-Training with Acoustic Tokenizers Dec 18, 2022 Audio Classification Self-Supervised Learning
Code Code Available A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification Nov 24, 2022 Audio Classification Classification
Code Code Available Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block Nov 5, 2022 Audio Classification Classification
Code Code Available MAST: Multiscale Audio Spectrogram Transformers Nov 2, 2022 Audio Classification Keyword Spotting
Code Code Available SLICER: Learning universal audio representations using low-resource self-supervised pre-training Nov 2, 2022 Audio Classification Clustering
Code Code Available Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning Oct 27, 2022 Audio Classification Classification
Code Code Available STSC-SNN: Spatio-Temporal Synaptic Connection with Temporal Convolution and Attention for Spiking Neural Networks Oct 11, 2022 Audio Classification Gesture Recognition
Code Code Available Learning Temporal Resolution in Spectrogram for Audio Classification Oct 4, 2022 Audio Classification General Classification
Code Code Available Simple Pooling Front-ends For Efficient Audio Classification Oct 3, 2022 Audio Classification Classification
Code Code Available Sub-mW Neuromorphic SNN audio processing applications with Rockpool and Xylo Aug 27, 2022 Audio Classification
Code Code Available A surrogate gradient spiking baseline for speech command recognition Aug 22, 2022 Audio Classification Time Series
Code Code Available UAVM: Towards Unifying Audio and Visual Models Jul 29, 2022 Audio Classification audio-visual learning
Code Code Available Masked Autoencoders that Listen Jul 13, 2022 Audio Classification Decoder
Code Code Available EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use Jul 12, 2022 Audio Classification Classification
Code Code Available Fluctuation-driven initialization for spiking neural network training Jun 21, 2022 Audio Classification
Code Code Available Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation May 6, 2022 Audio Classification Audio Signal Processing
Code Code Available Vocalsound: A Dataset for Improving Human Vocal Sounds Recognition May 6, 2022 Audio Classification
Code Code Available ATST: Audio Representation Learning with Teacher-Student Transformer Apr 26, 2022 Audio Classification Instrument Recognition
Code Code Available End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network Apr 25, 2022 Audio Classification Classification
Code Code Available MetaAudio: A Few-Shot Audio Classification Benchmark Apr 5, 2022 Audio Classification Classification
Code Code Available Underwater single-channel acoustic signal multitarget recognition using convolutional neural networks Mar 31, 2022 Audio Classification Audio Multiple Target Classification
Code Code Available MAE-AST: Masked Autoencoding Audio Spectrogram Transformer Mar 30, 2022 Audio Classification Decoder
Code Code Available SepTr: Separable Transformer for Audio Spectrogram Processing Mar 17, 2022 Audio Classification Speech Emotion Recognition
Code Code Available 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 Continual Transformers: Redundancy-Free Attention for Online Inference Jan 17, 2022 Action Detection Audio Classification
Code Code Available Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Jan 6, 2022 Audio Classification Classification
Code Code Available Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer Dec 16, 2021 Audio Classification Audio Tagging
Code Code Available X-Vector based voice activity detection for multi-genre broadcast speech-to-text Dec 9, 2021 Action Detection Activity Detection
Code Code Available Learning music audio representations via weak language supervision Dec 8, 2021 Audio Classification Information Retrieval
Code Code Available Sound-Guided Semantic Image Manipulation Nov 30, 2021 Audio Classification image-classification
Code Code Available Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Nov 9, 2021 Audio Classification Retrieval
Code Code Available Efficient Training of Audio Transformers with Patchout Oct 11, 2021 Acoustic Scene Classification Audio Classification
Code Code Available Sparse Continuous Distributions and Fenchel-Young Losses Aug 4, 2021 Audio Classification Question Answering
Code Code Available Federated Self-Training for Semi-Supervised Audio Recognition Jul 14, 2021 Audio Classification Federated Learning
Code Code Available Weakly-Supervised Classification and Detection of Bird Sounds in the Wild. Jul 10, 2021 Audio Classification Audio Tagging
Code Code Available 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 Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks May 26, 2021 Acoustic Scene Classification Audio Classification
Code Code Available Sparse Spiking Gradient Descent May 18, 2021 Audio Classification Image Classification
Code Code Available VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Apr 22, 2021 Action Classification Action Recognition
Code Code Available Broaden Your Views for Self-Supervised Video Learning Mar 30, 2021 Audio Classification Optical Flow Estimation
Code Code Available 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 Slow-Fast Auditory Streams For Audio Recognition Mar 5, 2021 Audio Classification Human Interaction Recognition
Code Code Available Perceiver: General Perception with Iterative Attention Mar 4, 2021 3D Point Cloud Classification Audio Classification
Code Code Available 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 Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation Feb 2, 2021 Audio Classification Audio Tagging
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