이런 주제에 대해 글을 써봐야겠다.
AI in WebRTC
- speech analytics
- Call center agent monitoring
- Transcription
- Translation
- Agent coaching
- Customer engagement
ㄴ Traditional speach analytics
- CallMiner : pretty expensive, available to very large call
- New speach Analytics : most cloud service providers
- voice bots / assistant
- IVR replacement
- Starting meetings
- In-call assistance
ㄴ RTC-Bot Gateway, Wake Word Detector
- computer vision
- Funny hats
- Face detection
- Gestures
- Object detection
- Emotion analysis
ㄴ Object detection over WebRTC with TensorFlow
https://webrtchacks.com/webrtc-cv-tensorflow
ㄴ ML processing moving to the edge, with faster, local processing
https://webrtchacks.com/aiy-vision-kit-uv4l-web-server/
- WebRTC optimization
- Noise suppression
ㄴ Mozilla RNNoise
https://people.xiph.org/~jm/demo/rnnoise
- Echo cancellation
- Error correction
- Route optimization