| Exploring Text-Queried Sound Event Detection with Audio Source Separation | Sep 20, 2024 | Audio Source SeparationEvent Detection | CodeCode Available | 1 |
| Effective Pre-Training of Audio Transformers for Sound Event Detection | Sep 14, 2024 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| Unsupervised Episode Detection for Large-Scale News Events | Aug 9, 2024 | ArticlesEvent Detection | CodeCode Available | 1 |
| Multi-Iteration Multi-Stage Fine-Tuning of Transformers for Sound Event Detection with Heterogeneous Datasets | Jul 17, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training | Jul 17, 2024 | Event DetectionMissing Labels | CodeCode Available | 1 |
| WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System | Jul 4, 2024 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes | Jun 22, 2024 | Change DetectionData Augmentation | CodeCode Available | 1 |
| Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution | Jun 19, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection | Jun 8, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Sound Event Bounding Boxes | Jun 6, 2024 | Change DetectionEvent Detection | CodeCode Available | 1 |
| Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation | May 16, 2024 | AudioCapsEvent Detection | CodeCode Available | 1 |
| UniAV: Unified Audio-Visual Perception for Multi-Task Video Event Localization | Apr 4, 2024 | Action Localizationaudio-visual event localization | CodeCode Available | 1 |
| Cloud gap-filling with deep learning for improved grassland monitoring | Mar 14, 2024 | Deep LearningEvent Detection | CodeCode Available | 1 |
| Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection | Jan 10, 2024 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection | Dec 19, 2023 | Event DetectionGraph Neural Network | CodeCode Available | 1 |
| Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection | Dec 14, 2023 | Data AugmentationEvent Detection | CodeCode Available | 1 |
| w2v-SELD: A Sound Event Localization and Detection Framework for Self-Supervised Spatial Audio Pre-Training | Dec 12, 2023 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation | Nov 15, 2023 | AllEvent Argument Extraction | CodeCode Available | 1 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Fine-tune the pretrained ATST model for sound event detection | Sep 15, 2023 | Event DetectionSelf-Supervised Learning | CodeCode Available | 1 |
| Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning | Sep 2, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference | Aug 7, 2023 | Event DetectionLanguage Modeling | CodeCode Available | 1 |
| Post-Processing Independent Evaluation of Sound Event Detection Systems | Jun 27, 2023 | Event DetectionSound Event Detection | CodeCode Available | 1 |
| Sentence-level Event Detection without Triggers via Prompt Learning and Machine Reading Comprehension | Jun 25, 2023 | Event DetectionMachine Reading Comprehension | CodeCode Available | 1 |
