SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

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Showing 21–30 of 380 papers

TitleStatusHype
Exploiting Temporal Side Information in Massive IoT ConnectivityCode1
X-Vector based voice activity detection for multi-genre broadcast speech-to-textCode1
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
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning StudyCode1
WASE: Learning When to Attend for Speaker Extraction in Cocktail Party EnvironmentsCode1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
Learning spectro-temporal representations of complex sounds with parameterized neural networksCode1
A Hybrid CNN-BiLSTM Voice Activity DetectorCode1
ROAD: The ROad event Awareness Dataset for Autonomous DrivingCode1
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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