SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 380 papers

TitleStatusHype
Speaker Embedding-aware Neural Diarization for Flexible Number of Speakers with Textual InformationCode0
Weakly-guided Self-supervised Pretraining for Temporal Activity DetectionCode0
User Activity Detection for Irregular Repetition Slotted Aloha based MMTC—0
Access Delay Constrained Activity Detection in Massive Random Access—0
AVASpeech-SMAD: A Strongly Labelled Speech and Music Activity Detection Dataset with Label Co-OccurrenceCode1
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control CommunicationsCode1
Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers using End-to-End Speaker-Attributed ASR—0
PEAF: Learnable Power Efficient Analog Acoustic Features for Audio Recognition—0
Deep Learning-based Action Detection in Untrimmed Videos: A Survey—0
The VVAD-LRS3 Dataset for Visual Voice Activity Detection—0
The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge—0
Sparse Signal Processing for Massive Connectivity via Mixed-Integer Programming—0
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning StudyCode1
Target-speaker Voice Activity Detection with Improved I-Vector Estimation for Unknown Number of Speaker—0
Fine-Grained Classroom Activity Detection from Audio with Neural NetworksCode0
VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording—0
Joint Activity Detection, Channel Estimation, and Data Decoding for Grant-free Massive Random Access—0
Voice Activity Detection for Transient Noisy Environment Based on Diffusion Nets—0
Dealing with training and test segmentation mismatch: FBK@IWSLT2021—0
EML Online Speech Activity Detection for the Fearless Steps Challenge Phase-III—0
Algorithm Unrolling for Massive Access via Deep Neural Network with Theoretical Guarantee—0
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection—0
WASE: Learning When to Attend for Speaker Extraction in Cocktail Party EnvironmentsCode1
Joint Channel Estimation and Device Activity Detection in Heterogeneous Networks—0
Accelerating Coordinate Descent via Active Set Selection for Device Activity Detection for Multi-Cell Massive Random Access—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