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Interview robot based on ChatGPT

ChatGPT acts as the interviewer / interviewee. It will reponse to you with realistic voice. Moreover, it can become your shadow that means you can transfer your personal info to it making it more akin to you.

Pipeline

  • speech2text function based on Whisper API
# you can create test audio track via:
https://online-voice-recorder.com/

transcribed text display

  • text2speech function
# you can transform text to speech via:
https://elevenlabs.io/
  • ChatGPT uses chat history stored in your DB (MongDB or Json)

Architecture

ProjectArchitecture

Project environment setup and test

  • pip install
pip install -r requirements.txt
OPEN_AI_ORG=
OPEN_AI_KEY=
# start/reload the main file
uvicorn main:app --reload
# or 
http://127.0.0.1:8000/docs#/

GUI Image

Improvement

  • background noise of recording can be removed
Install ffmpeg from ffmpeg.org
Version: ffmpeg version 2024-01-04-git-33698ef891-essentials_build-www.gyan.dev
Implement spectral gating noise reduction algorithm
https://github.com/timsainb/noisereduce

Progress

Item Progress
speech2txt
gpt response
personal shadow creation
txt2speech 🕑
front-end gui
various speech input
various speech voice output 🕑

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