Browse State-of-the-Art › Audio Classification › Papers, page 3

Audio Classification

Papers archive 2025-07-28

archive papers tagged: 361 · with a code link: 183 · where Syntology ran a sample: 46 (41 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (46 of 361 tagged: 41 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 3 of 4: papers 201 to 300 of 361, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks
  28 Oct 2024 0 repositories listed
• Beyond Speech and More: Investigating the Emergent Ability of Speech Foundation Models for Classifying Physiological Time-Series Signals
  16 Oct 2024 0 repositories listed
• Spectral and Rhythm Features for Audio Classification with Deep Convolutional Neural Networks
  9 Oct 2024 0 repositories listed
• A Multimodal Framework for Deepfake Detection
  4 Oct 2024 0 repositories listed
• A sound description: Exploring prompt templates and class descriptions to enhance zero-shot audio classification
  19 Sep 2024 0 repositories listed
• DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification
  19 Sep 2024 0 repositories listed
• A Framework for Synthetic Audio Conversations Generation using Large Language Models
  2 Sep 2024 0 repositories listed
• Multi-label Zero-Shot Audio Classification with Temporal Attention
  31 Aug 2024 0 repositories listed
• ModalityMirror: Improving Audio Classification in Modality Heterogeneity Federated Learning with Multimodal Distillation
  28 Aug 2024 0 repositories listed
• EAViT: External Attention Vision Transformer for Audio Classification
  23 Aug 2024 0 repositories listed
• Dilated Convolution with Learnable Spacings
  10 Aug 2024 0 repositories listed
• Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation
  30 Jul 2024 0 repositories listed
• Towards Robust Few-shot Class Incremental Learning in Audio Classification using Contrastive Representation
  27 Jul 2024 0 repositories listed
• Advancing Continual Learning for Robust Deepfake Audio Classification
  14 Jul 2024 0 repositories listed
• Contrastive Learning from Synthetic Audio Doppelgängers
  9 Jun 2024 0 repositories listed
• Attention Feature Fusion Network via Knowledge Propagation for Automated Respiratory Sound Classification
  16 May 2024 0 repositories listed
• AFEN: Respiratory Disease Classification using Ensemble Learning
  8 May 2024 0 repositories listed
• AudioProtoPNet: An interpretable deep learning model for bird sound classification
  16 Apr 2024 0 repositories listed
• Mixer is more than just a model
  28 Feb 2024 0 repositories listed
• Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data
  7 Feb 2024 0 repositories listed
• From Coarse to Fine: Efficient Training for Audio Spectrogram Transformers
  16 Jan 2024 0 repositories listed
• Class-Incremental Learning for Multi-Label Audio Classification
  9 Jan 2024 0 repositories listed
• OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning
  1 Jan 2024 0 repositories listed
• On the choice of the optimal temporal support for audio classification with Pre-trained embeddings
  21 Dec 2023 0 repositories listed
• Pruning random resistive memory for optimizing analogue AI
  13 Nov 2023 0 repositories listed
• Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
  9 Nov 2023 0 repositories listed
• OmniVec: Learning robust representations with cross modal sharing
  7 Nov 2023 0 repositories listed
• Explore the Effect of Data Selection on Poison Efficiency in Backdoor Attacks
  15 Oct 2023 0 repositories listed
• CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
  12 Oct 2023 0 repositories listed
• Diffusion Models as Masked Audio-Video Learners
  5 Oct 2023 0 repositories listed
• Audio Contrastive based Fine-tuning
  21 Sep 2023 0 repositories listed
• Improving Speech Recognition for African American English With Audio Classification
  16 Sep 2023 0 repositories listed
• Diverse Audio Embeddings-- Bringing Features Back Outperforms CLAP !
  15 Sep 2023 0 repositories listed
• Learning Speech Representation From Contrastive Token-Acoustic Pretraining
  1 Sep 2023 0 repositories listed
• Real-time Detection of AI-Generated Speech for DeepFake Voice Conversion
  24 Aug 2023 0 repositories listed
• LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition
  23 Aug 2023 0 repositories listed
• BAVS: Bootstrapping Audio-Visual Segmentation by Integrating Foundation Knowledge
  20 Aug 2023 0 repositories listed
• AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes
  14 Aug 2023 0 repositories listed
• Detection of Children Abuse by Voice and Audio Classification by Short-Time Fourier Transform Machine Learning implemented on Nvidia Edge GPU device
  27 Jul 2023 0 repositories listed
• FlexiAST: Flexibility is What AST Needs
  18 Jul 2023 0 repositories listed
• Audio classification using ML methods
  30 May 2023 0 repositories listed
• Adapting Language-Audio Models as Few-Shot Audio Learners
  28 May 2023 0 repositories listed
• LEAN: Light and Efficient Audio Classification Network
  22 May 2023 0 repositories listed
• Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization
  11 May 2023 0 repositories listed
• Compressing audio CNNs with graph centrality based filter pruning
  5 May 2023 0 repositories listed
• Transformer-based Sequence Labeling for Audio Classification based on MFCCs
  30 Apr 2023 0 repositories listed
• Multiscale Audio Spectrogram Transformer for Efficient Audio Classification
  19 Mar 2023 0 repositories listed
• Content Adaptive Front End For Audio Classification
  18 Mar 2023 0 repositories listed
• HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification
  27 Feb 2023 0 repositories listed
• Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition
  16 Feb 2023 0 repositories listed
• Audio-Visual Contrastive Learning with Temporal Self-Supervision
  15 Feb 2023 0 repositories listed
• SemanticAC: Semantics-Assisted Framework for Audio Classification
  12 Feb 2023 0 repositories listed
• Visual Transformers for Primates Classification and Covid Detection
  20 Dec 2022 0 repositories listed
• Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution
  30 Nov 2022 0 repositories listed
• SpectNet : End-to-End Audio Signal Classification Using Learnable Spectrograms
  17 Nov 2022 0 repositories listed
• "Seeing Sound": Audio Classification with the Wigner-Wille Distribution and Convolutional Neural Networks
  6 Nov 2022 0 repositories listed
• Adaptive re-calibration of channel-wise features for Adversarial Audio Classification
  21 Oct 2022 0 repositories listed
• AVT: Audio-Video Transformer for Multimodal Action Recognition
  22 Sep 2022 0 repositories listed
• Multiscale Multimodal Transformer for Multimodal Action Recognition
  22 Sep 2022 0 repositories listed
• Investigating current-based and gating approaches for accurate and energy-efficient spiking recurrent neural networks
  15 Sep 2022 0 repositories listed
• Audio Analytics-based Human Trafficking Detection Framework for Autonomous Vehicles
  9 Sep 2022 0 repositories listed
• Improving the Environmental Perception of Autonomous Vehicles using Deep Learning-based Audio Classification
  9 Sep 2022 0 repositories listed
• Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices
  8 Sep 2022 0 repositories listed
• Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset
  12 Jul 2022 0 repositories listed
• 0/1 Deep Neural Networks via Block Coordinate Descent
  19 Jun 2022 0 repositories listed
• Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices
  17 Jun 2022 0 repositories listed
• Investigating Multi-Feature Selection and Ensembling for Audio Classification
  15 Jun 2022 0 repositories listed
• Feature-informed Embedding Space Regularization For Audio Classification
  10 Jun 2022 0 repositories listed
• Zero-Shot Audio Classification using Image Embeddings
  10 Jun 2022 0 repositories listed
• Augmentation-induced Consistency Regularization for Classification
  25 May 2022 0 repositories listed
• Automatic Tuberculosis and COVID-19 cough classification using deep learning
  11 May 2022 0 repositories listed
• On Negative Sampling for Audio-Visual Contrastive Learning from Movies
  29 Apr 2022 0 repositories listed
• A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION
  27 Apr 2022 0 repositories listed
• Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention
  24 Apr 2022 0 repositories listed
• Learning neural audio features without supervision
  29 Mar 2022 0 repositories listed
• Neural Architecture Search for Energy Efficient Always-on Audio Models
  9 Feb 2022 0 repositories listed
• Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer
  16 Jan 2022 0 repositories listed
• ARSC-Net: Adventitious Respiratory Sound Classification Network Using Parallel Paths with Channel-Spatial Attention
  14 Jan 2022 0 repositories listed
• Augmented Contrastive Self-Supervised Learning for Audio Invariant Representations
  21 Dec 2021 0 repositories listed
• PolyViT: Co-training Vision Transformers on Images, Videos and Audio
  25 Nov 2021 0 repositories listed
• Efficient Neuromorphic Signal Processing with Loihi 2
  5 Nov 2021 0 repositories listed
• Temporal Knowledge Distillation for On-device Audio Classification
  27 Oct 2021 0 repositories listed
• Defensive Tensorization
  26 Oct 2021 0 repositories listed
• Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks
  14 Oct 2021 0 repositories listed
• SpliceOut: A Simple and Efficient Audio Augmentation Method
  30 Sep 2021 0 repositories listed
• Audio Interval Retrieval using Convolutional Neural Networks
  21 Sep 2021 0 repositories listed
• An empirical investigation into audio pipeline approaches for classifying bird species
  10 Aug 2021 0 repositories listed
• Lung Sound Classification Using Co-tuning and Stochastic Normalization
  4 Aug 2021 0 repositories listed
• A Multi-Head Relevance Weighting Framework For Learning Raw Waveform Audio Representations
  30 Jul 2021 0 repositories listed
• Temporal-wise Attention Spiking Neural Networks for Event Streams Classification
  25 Jul 2021 0 repositories listed
• Over-Parameterization and Generalization in Audio Classification
  19 Jul 2021 0 repositories listed
• On fine-tuning of Autoencoders for Fuzzy rule classifiers
  21 Jun 2021 0 repositories listed
• Zero-Shot Federated Learning with New Classes for Audio Classification
  18 Jun 2021 0 repositories listed
• belabBERT: a Dutch RoBERTa-based language model applied to psychiatric classification
  2 Jun 2021 0 repositories listed
• Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead
  19 May 2021 0 repositories listed
• Accent Recognition with Hybrid Phonetic Features
  5 May 2021 0 repositories listed
• Audio Transformers
  1 May 2021 0 repositories listed
• IDMT-Traffic: An Open Benchmark Dataset for Acoustic Traffic Monitoring Research
  28 Apr 2021 0 repositories listed
• DASEE A Synthetic Database of Domestic Acoustic Scenes and Events in Dementia Patients Environment
  27 Apr 2021 0 repositories listed
• Audio feature ranking for sound-based COVID-19 patient detection
  14 Apr 2021 0 repositories listed