SOTAVerified

Activity Detection

Detecting activities in extended videos.

Papers

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Showing 11–20 of 380 papers

TitleStatusHype
Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural DiarizationCode1
SG-VAD: Stochastic Gates Based Speech Activity DetectionCode1
Multitask Detection of Speaker Changes, Overlapping Speech and Voice Activity Using wav2vec 2.0Code1
Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimationCode1
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
Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency FilteringCode1
Low-Latency Speech Separation Guided Diarization for Telephone ConversationsCode1
HGCN: Harmonic gated compensation network for speech enhancementCode1
NAS-VAD: Neural Architecture Search for Voice Activity DetectionCode1
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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