Hate Speech
Detector

Colab backend — ngrok URL
POST /analyze
YouTube video URL
Initializing...
Total chunks
sliding window
Hate chunks
Non-hate chunks
Overall verdict
mean probability
Overall mean probability (all chunks averaged)
0% hate
Hate0.00%
Non-hate0.00%
Full transcription (Whisper output)
Chunk-level classification (RoBERTa)