SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

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Showing 151–200 of 380 papers

TitleStatusHype
Improving Transformer-based End-to-End Speaker Diarization by Assigning Auxiliary Losses to Attention Heads—0
Learnable Frontends that do not Learn: Quantifying Sensitivity to Filterbank Initialisation—0
The Newsbridge -Telecom SudParis VoxCeleb Speaker Recognition Challenge 2022 System Description—0
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study—0
Activity Detection for Grant-Free NOMA in Massive IoT Networks—0
Trajectory-User Linking Is Easier Than You Think—0
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks—0
BC-VAD: A Robust Bone Conduction Voice Activity Detection—0
Proximal Gradient-Based Unfolding for Massive Random Access in IoT Networks—0
Joint Estimation of Clustered User Activity and Correlated Channels with Unknown Covariance in mMTC—0
Multi-timescale Event Detection in Nonintrusive Load Monitoring based on MDL Principle—0
On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches—0
Token Turing Machines—0
Two-stream Multi-dimensional Convolutional Network for Real-time Violence Detection—0
OFDM-Based Massive Connectivity for LEO Satellite Internet of Things—0
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition—0
Target-Speaker Voice Activity Detection via Sequence-to-Sequence Prediction—0
TSUP Speaker Diarization System for Conversational Short-phrase Speaker Diarization Challenge—0
Intel Labs at Ego4D Challenge 2022: A Better Baseline for Audio-Visual Diarization—0
The DKU-DukeECE Diarization System for the VoxCeleb Speaker Recognition Challenge 2022—0
Learnable Acoustic Frontends in Bird Activity Detection—0
Signed Latent Factors for Spamming Activity Detection—0
Joint Speech Activity and Overlap Detection with Multi-Exit Architecture—0
The Kriston AI System for the VoxCeleb Speaker Recognition Challenge 2022—0
Cross-domain Voice Activity Detection with Self-Supervised Representations—0
GIST-AiTeR System for the Diarization Task of the 2022 VoxCeleb Speaker Recognition Challenge—0
Hardware Accelerator and Neural Network Co-Optimization for Ultra-Low-Power Audio Processing Devices—0
Target Speaker Voice Activity Detection with Transformers and Its Integration with End-to-End Neural Diarization—0
Online Target Speaker Voice Activity Detection for Speaker Diarization—0
Fine-grained Activities of People Worldwide—0
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription—0
Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic DelayCode0
An AIoT-enabled Autonomous Dementia Monitoring System—0
Multi-channel end-to-end neural network for speech enhancement, source localization, and voice activity detection—0
Simultaneous Speech Extraction for Multiple Target Speakers under the Meeting Scenarios—0
RIS Assisted Device Activity Detection with Statistical Channel State Information—0
Data-aided Active User Detection with a User Activity Extraction Network for Grant-free SCMA Systems—0
A Boosting Algorithm for Positive-Unlabeled Learning—0
Double-Sided Information Aided Temporal-Correlated Massive Access—0
An Empirical Study on Activity Recognition in Long Surgical Videos—0
Ultra-sensitive Flexible Sponge-Sensor Array for Muscle Activities Detection and Human Limb Motion Recognition—0
ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection—0
Anomalous Sound Detection Based on Machine Activity Detection—0
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition—0
Gan-Based Joint Activity Detection and Channel Estimation For Grant-free Random AccessCode0
Deep Learning for Encrypted Traffic Classification and Unknown Data Detection—0
Speaker Embedding-aware Neural Diarization: an Efficient Framework for Overlapping Speech Diarization in Meeting Scenarios—0
Human Attention Detection Using AM-FM Representations—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