SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

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Showing 21–30 of 380 papers

TitleStatusHype
HGCN: Harmonic gated compensation network for speech enhancementCode1
InaGVAD : a Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender SegmentationCode1
End-to-end speaker segmentation for overlap-aware resegmentationCode1
MM-ALT: A Multimodal Automatic Lyric Transcription SystemCode1
Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural DiarizationCode1
Multitask Detection of Speaker Changes, Overlapping Speech and Voice Activity Using wav2vec 2.0Code1
A Hybrid CNN-BiLSTM Voice Activity DetectorCode1
Low-Latency Speech Separation Guided Diarization for Telephone ConversationsCode1
SG-VAD: Stochastic Gates Based Speech Activity DetectionCode1
VANPY: Voice Analysis FrameworkCode1
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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