Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models Jan 16, 2023 Audio Classification Few-Shot Learning
Code Code Available Visual Transformers for Primates Classification and Covid Detection Dec 20, 2022 Audio Classification Classification
— Unverified BEATs: Audio Pre-Training with Acoustic Tokenizers Dec 18, 2022 Audio Classification Self-Supervised Learning
Code Code Available Audiovisual Masked Autoencoders Dec 9, 2022 Audio Classification Representation Learning
Code Code Available Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution Nov 30, 2022 Audio Classification Deep Learning
— Unverified A Spatio-temporal Deep Learning Approach for Underwater Acoustic Signals Classification Nov 24, 2022 Audio Classification 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 Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge Distillation Nov 9, 2022 Audio Classification Audio Tagging
Code Code Available "Seeing Sound": Audio Classification with the Wigner-Wille Distribution and Convolutional Neural Networks Nov 6, 2022 Audio Classification Self-Driving Cars
— Unverified 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 Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input Oct 26, 2022 Audio Classification Audio Tagging
Code Code Available Adaptive re-calibration of channel-wise features for Adversarial Audio Classification Oct 21, 2022 Audio Classification Face Swapping
— Unverified Play It Back: Iterative Attention for Audio Recognition Oct 20, 2022 Audio 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 Contrastive Audio-Visual Masked Autoencoder Oct 2, 2022 Audio Classification Audio Tagging
Code Code Available AVT: Audio-Video Transformer for Multimodal Action Recognition Sep 22, 2022 Action Recognition Audio Classification
— Unverified Multiscale Multimodal Transformer for Multimodal Action Recognition Sep 22, 2022 Action Recognition Audio Classification
— Unverified Investigating current-based and gating approaches for accurate and energy-efficient spiking recurrent neural networks Sep 15, 2022 Audio Classification Temporal Sequences
— Unverified Audio Analytics-based Human Trafficking Detection Framework for Autonomous Vehicles Sep 9, 2022 Audio Classification Autonomous Vehicles
— Unverified Improving the Environmental Perception of Autonomous Vehicles using Deep Learning-based Audio Classification Sep 9, 2022 Audio Classification Autonomous Vehicles
— Unverified Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices Sep 8, 2022 Action Detection Activity Detection
— Unverified Sub-mW Neuromorphic SNN audio processing applications with Rockpool and Xylo Aug 27, 2022 Audio Classification
Code Code Available A Study on Broadcast Networks for Music Genre Classification Aug 25, 2022 Audio Classification Classification
Code Code Available A surrogate gradient spiking baseline for speech command recognition Aug 22, 2022 Audio Classification Time Series
Code Code Available Deep Feature Learning for Medical Acoustics Aug 5, 2022 Audio Classification
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 Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset Jul 12, 2022 Audio Classification
— Unverified Uncertainty Calibration for Deep Audio Classifiers Jun 27, 2022 Audio Classification Classification
Code Code Available Fluctuation-driven initialization for spiking neural network training Jun 21, 2022 Audio Classification
Code Code Available 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices Jun 17, 2022 Audio Classification
— Unverified Investigating Multi-Feature Selection and Ensembling for Audio Classification Jun 15, 2022 Audio Classification Classification
— Unverified Zero-Shot Audio Classification using Image Embeddings Jun 10, 2022 Audio Classification Classification
— Unverified Feature-informed Embedding Space Regularization For Audio Classification Jun 10, 2022 Audio Classification Classification
— Unverified Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks May 30, 2022 Audio Classification Image Classification
Code Code Available Augmentation-induced Consistency Regularization for Classification May 25, 2022 Audio Classification Classification
— Unverified Learning Rate Curriculum May 18, 2022 Audio Classification QNLI
Code Code Available Automatic Tuberculosis and COVID-19 cough classification using deep learning May 11, 2022 Audio Classification Classification
— Unverified Vocalsound: A Dataset for Improving Human Vocal Sounds Recognition May 6, 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 On Negative Sampling for Audio-Visual Contrastive Learning from Movies Apr 29, 2022 Action Recognition Audio Classification
— Unverified A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION Apr 27, 2022 Audio Classification Data Augmentation
— Unverified ATST: Audio Representation Learning with Teacher-Student Transformer Apr 26, 2022 Audio Classification Instrument Recognition
Code Code Available 