End-to-End Audio Strikes Back: Boosting Augmentations Towards An Efficient Audio Classification Network Apr 25, 2022 Audio Classification Classification
Code Code Available Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention Apr 24, 2022 Audio Classification Few-Shot Learning
— Unverified MAP-SNN: Mapping Spike Activities with Multiplicity, Adaptability, and Plasticity into Bio-Plausible Spiking Neural Networks Apr 21, 2022 Audio Classification Diversity
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 Learning neural audio features without supervision Mar 29, 2022 Audio Classification Self-Supervised Learning
— Unverified 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 CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification Mar 13, 2022 Audio Classification Knowledge Distillation
Code Code Available Neural Architecture Search for Energy Efficient Always-on Audio Models Feb 9, 2022 Audio Classification Classification
— Unverified HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection Feb 2, 2022 Audio Classification Event Detection
Code Code Available Continual Transformers: Redundancy-Free Attention for Online Inference Jan 17, 2022 Action Detection Audio Classification
Code Code Available Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer Jan 16, 2022 Audio Classification Audio Tagging
— Unverified ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention Jan 14, 2022 Audio Classification Classification
— Unverified Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Jan 6, 2022 Audio Classification Classification
Code Code Available Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations Dec 21, 2021 Audio Classification Classification
— Unverified 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 PolyViT: Co-training Vision Transformers on Images, Videos and Audio Nov 25, 2021 Audio Classification
— Unverified Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity Nov 9, 2021 Audio Classification Retrieval
Code Code Available Efficient Neuromorphic Signal Processing with Loihi 2 Nov 5, 2021 Audio Classification Optical Flow Estimation
— Unverified LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram Oct 29, 2021 Audio Classification Lung Sound Classification
Code Code Available Temporal Knowledge Distillation for On-device Audio Classification Oct 27, 2021 Audio Classification Classification
— Unverified Defensive Tensorization Oct 26, 2021 Audio Classification Classification
— Unverified SSAST: Self-Supervised Audio Spectrogram Transformer Oct 19, 2021 Audio Classification Classification
Code Code Available Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks Oct 14, 2021 Audio Classification Representation Learning
— Unverified Study of positional encoding approaches for Audio Spectrogram Transformers Oct 13, 2021 Audio Classification
Code Code Available Rank-based loss for learning hierarchical representations Oct 11, 2021 Audio Classification Triplet
Code Code Available Efficient Training of Audio Transformers with Patchout Oct 11, 2021 Acoustic Scene Classification Audio Classification
Code Code Available SpliceOut: A Simple and Efficient Audio Augmentation Method Sep 30, 2021 Audio Classification Automatic Speech Recognition
— Unverified Audio Interval Retrieval using Convolutional Neural Networks Sep 21, 2021 Audio Classification Retrieval
— Unverified Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices Aug 13, 2021 Audio Classification Classification
Code Code Available An empirical investigation into audio pipeline approaches for classifying bird species Aug 10, 2021 Audio Classification Classification
— Unverified Sparse Continuous Distributions and Fenchel-Young Losses Aug 4, 2021 Audio Classification Question Answering
Code Code Available Lung Sound Classification Using Co-tuning and Stochastic Normalization Aug 4, 2021 Audio Classification Data Augmentation
— Unverified A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations Jul 30, 2021 Audio Classification Sound Classification
— Unverified Temporal-wise Attention Spiking Neural Networks for Event Streams Classification Jul 25, 2021 Audio Classification Classification
— Unverified On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples Jul 19, 2021 Audio Classification
Code Code Available Over-Parameterization and Generalization in Audio Classification Jul 19, 2021 Acoustic Scene Classification Audio Classification
— Unverified 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 Attention Bottlenecks for Multimodal Fusion Jun 30, 2021 Action Classification Action Recognition
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 On fine-tuning of Autoencoders for Fuzzy rule classifiers Jun 21, 2021 Audio Classification Classification
— Unverified Zero-Shot Federated Learning with New Classes for Audio Classification Jun 18, 2021 Audio Classification Classification
— Unverified belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification Jun 2, 2021 Audio Classification Classification
— Unverified Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks May 26, 2021 Acoustic Scene Classification Audio Classification
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