Learning neural audio features without supervision Mar 29, 2022 Audio Classification Self-Supervised Learning
— Unverified Neural Architecture Search for Energy Efficient Always-on Audio Models Feb 9, 2022 Audio Classification Classification
— Unverified 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 Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations Dec 21, 2021 Audio Classification Classification
— Unverified PolyViT: Co-training Vision Transformers on Images, Videos and Audio Nov 25, 2021 Audio Classification
— Unverified 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 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 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 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 Over-Parameterization and Generalization in Audio Classification Jul 19, 2021 Acoustic Scene Classification Audio 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 Attention Bottlenecks for Multimodal Fusion Jun 30, 2021 Action Classification Action Recognition
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 Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead May 19, 2021 Audio Classification Crowd Counting
— Unverified Accent Recognition with Hybrid Phonetic Features May 5, 2021 Audio Classification Automatic Speech Recognition
— Unverified Audio Transformers May 1, 2021 Audio Classification Unsupervised Pre-training
— Unverified IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research Apr 28, 2021 Audio Classification General Classification
— Unverified DASEE A Synthetic Database of Domestic Acoustic Scenes and Events in Dementia Patients Environment Apr 27, 2021 Audio Classification Room Impulse Response (RIR)
— Unverified Augmenting Deep Classifiers with Polynomial Neural Networks Apr 16, 2021 Audio Classification General Classification
Code Code Available Audio feature ranking for sound-based COVID-19 patient detection Apr 14, 2021 Audio Classification Classification
— Unverified COVID-19 Detection in Cough, Breath and Speech using Deep Transfer Learning and Bottleneck Features Apr 2, 2021 Audio Classification BIG-bench Machine Learning
— Unverified Self-paced ensemble learning for speech and audio classification Mar 22, 2021 Audio Classification Classification
— Unverified Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Mar 12, 2021 Audio Classification domain classification
— Unverified Multi-Format Contrastive Learning of Audio Representations Mar 11, 2021 Audio Classification Contrastive Learning
— Unverified Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation Feb 16, 2021 Audio Classification Data Augmentation
— Unverified Semi Supervised Learning For Few-shot Audio Classification By Episodic Triplet Mining Feb 16, 2021 Audio Classification Event Detection
— Unverified Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms Feb 13, 2021 Audio Classification Classification
— Unverified Enhancing Audio Augmentation Methods with Consistency Learning Feb 9, 2021 Audio Classification Audio Tagging
— Unverified A Universal Learnable Audio Frontend Jan 1, 2021 Audio Classification
— Unverified COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings Dec 2, 2020 Audio Classification BIG-bench Machine Learning
— Unverified A Study of Few-Shot Audio Classification Dec 2, 2020 Audio Classification BIG-bench Machine Learning
— Unverified Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections Nov 25, 2020 Audio Classification Classification
— Unverified Zero-Shot Audio Classification via Semantic Embeddings Nov 24, 2020 Audio Classification Classification
— Unverified Multi-modal Self-Supervision from Generalized Data Transformations Sep 28, 2020 Audio Classification Retrieval
— Unverified Detecting Aedes Aegypti Mosquitoes through Audio Classification with Convolutional Neural Networks Aug 19, 2020 Audio Classification General Classification
— Unverified LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation Aug 1, 2020 Audio Classification Data Augmentation
— Unverified Text-based classification of interviews for mental health -- juxtaposing the state of the art Jul 29, 2020 Audio Classification Classification
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