SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

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Showing 151–200 of 380 papers

TitleStatusHype
Joint Speech Activity and Overlap Detection with Multi-Exit Architecture—0
Joint Training of Speaker Embedding Extractor, Speech and Overlap Detection for Diarization—0
Joint User Activity and Data Detection in Grant-Free NOMA using Generative Neural Networks—0
Joint User Detection and Localization in Near-Field Using Reconfigurable Intelligent Surfaces—0
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection—0
Kernel-based Sensor Fusion with Application to Audio-Visual Voice Activity Detection—0
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study—0
Learnable Acoustic Frontends in Bird Activity Detection—0
Learnable Frontends that do not Learn: Quantifying Sensitivity to Filterbank Initialisation—0
Learning Activity Progression in LSTMs for Activity Detection and Early Detection—0
Learning Proximal Operator Methods for Massive Connectivity in IoT Networks—0
Learning Spatio-Temporal Structure from RGB-D Videos for Human Activity Detection and Anticipation—0
Learning Visual Voice Activity Detection with an Automatically Annotated Dataset—0
Leaving Some Stones Unturned: Dynamic Feature Prioritization for Activity Detection in Streaming Video—0
Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health: Pedestrian Monitoring and Abnormal Activity Detection—0
Lightweight Learning for Grant-Free Activity Detection in Cell-Free Massive MIMO Networks—0
LLM-Enhanced Dialogue Management for Full-Duplex Spoken Dialogue Systems—0
Incorporating VAD into ASR System by Multi-task Learning—0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation—0
Low Resource Species Agnostic Bird Activity Detection—0
MarbleNet: Deep 1D Time-Channel Separable Convolutional Neural Network for Voice Activity Detection—0
Massive Machine Type Communication Pilot-Hopping Sequence Detection Architectures Based on Non-Negative Least Squares for Grant-Free Random Access—0
M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses—0
Merry Go Round: Rotate a Frame and Fool a DNN—0
MEVA: A Large-Scale Multiview, Multimodal Video Dataset for Activity Detection—0
MicroNAS: An Automated Framework for Developing a Fall Detection System—0
Microphone Array Geometry Independent Multi-Talker Distant ASR: NTT System for the DASR Task of the CHiME-8 Challenge—0
Mixture of Experts-augmented Deep Unfolding for Activity Detection in IRS-aided Systems—0
MLNET: An Adaptive Multiple Receptive-field Attention Neural Network for Voice Activity Detection—0
Multi-channel end-to-end neural network for speech enhancement, source localization, and voice activity detection—0
Multi-Input Multi-Output Target-Speaker Voice Activity Detection For Unified, Flexible, and Robust Audio-Visual Speaker Diarization—0
Multi-microphone Automatic Speech Segmentation in Meetings Based on Circular Harmonics Features—0
Multimodal Learning For Classroom Activity Detection—0
Multi-Task Network for Noise-Robust Keyword Spotting and Speaker Verification using CTC-based Soft VAD and Global Query Attention—0
Multi-task Self-Supervised Learning for Human Activity Detection—0
Multi-Task Sub-Band Network For Deep Residual Echo Suppression—0
Multi-timescale Event Detection in Nonintrusive Load Monitoring based on MDL Principle—0
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection—0
Noise-Robust Target-Speaker Voice Activity Detection Through Self-Supervised Pretraining—0
NTT Multi-Speaker ASR System for the DASR Task of CHiME-8 Challenge—0
Nudge: Accelerating Overdue Pull Requests Towards Completion—0
OFDM-Based Massive Connectivity for LEO Satellite Internet of Things—0
Online Anomaly Detection via Class-Imbalance Learning—0
Online Target Speaker Voice Activity Detection for Speaker Diarization—0
On Multitask Loss Function for Audio Event Detection and Localization—0
On the Detection of Non-Cooperative RISs: Scan B-Testing via Deep Support Vector Data Description—0
On training targets for noise-robust voice activity detection—0
On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches—0
Overcomplete Frame Thresholding for Acoustic Scene Analysis—0
PAMI-AD: An Activity Detector Exploiting Part-attention and Motion Information in Surveillance Videos—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CNN-BiLSTM_bestROC-AUC95.14—Unverified
2CNN-BiLSTM_smallROC-AUC95.13—Unverified
3SG-VAD (ours)ROC-AUC94.3—Unverified
4ADA-VADROC-AUC79.1—Unverified