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
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
MM-ALT: A Multimodal Automatic Lyric Transcription SystemCode1
A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vesselsCode1
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
Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency FilteringCode1
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
Low-Latency Speech Separation Guided Diarization for Telephone ConversationsCode1
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
Random Access with Massive MIMO-OTFS in LEO Satellite Communications—0
VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition—0
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing—0
The USTC-Ximalaya system for the ICASSP 2022 multi-channel multi-party meeting transcription (M2MeT) challenge—0
Cross-Channel Attention-Based Target Speaker Voice Activity Detection: Experimental Results for M2MeT Challenge—0
The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge—0
HGCN: Harmonic gated compensation network for speech enhancementCode1
NAS-VAD: Neural Architecture Search for Voice Activity DetectionCode1
Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals—0
Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization—0
Exploiting Temporal Side Information in Massive IoT ConnectivityCode1
Merry Go Round: Rotate a Frame and Fool a DNN—0
Binary Image Skeletonization Using 2-Stage U-Net—0
Low Resource Species Agnostic Bird Activity Detection—0
X-Vector based voice activity detection for multi-genre broadcast speech-to-textCode1
User Activity Detection and Channel Estimation of Spatially Correlated Channels via AMP in Massive MTC—0
Learning Proximal Operator Methods for Massive Connectivity in IoT Networks—0
Reformulating Zero-shot Action Recognition for Multi-label Actions—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