Online link: https://neelkondapalli-speech-splendid-main-jd535l.streamlitapp.com/
Overview Speech-Splendid is an app that gives valuable linguistic and facial expression information for speeches. This app is meant to help people with speech anxiety and it serves as a practice platform for anyone who might be nervous about an upcoming speech. It detects:
- Filler words and pauses
- Empty Adverbs and hedging language
- Topics in the speech
- Behavioral traits of the speech
- Facial sentiment
The speech analysis was done using:
- Valence Aware Dictionary for eSentiment Reasoning (VADER) for sentiment analysis (proven efficiency on analysis tasks)
- IBM Watson for transcription and filler word detection
- expert.ai for topic and behavioral trait detection
Face analysis was done using:
- DeepFace: A 9-layer convolutional neural network developed by Facebook.