Need to be able to work with high level code and create this project.
To create a proprietary software that harnesses the power of generative AI to change filmed dialogue, you’ll need to combine several technologies, including:
Speech recognition: To transcribe the spoken dialogue from the video.
Machine translation: To translate the transcribed dialogue into other languages.
Text-to-speech synthesis: To generate new spoken dialogue in the desired language.
Deepfake technology: To synthesize the lip movements of the actors to match the new dialogue.
Here’s a rough outline of the steps you’ll need to follow to build this software:
Step 1: Set up your Python environment
Install Python on your machine
Set up a virtual environment
Install necessary libraries and frameworks (e.g., TensorFlow, Keras, OpenCV, etc.)
Step 2: Transcribe spoken dialogue
Use a speech recognition library, like Google Speech-to-Text, to transcribe the spoken dialogue from the video
Process the transcriptions to prepare them for translation
Step 3: Translate the dialogue
Use a machine translation library, like OpenAI’s GPT, to translate the transcribed dialogue into the desired language(s)
Process the translations to prepare them for text-to-speech synthesis
Step 4: Generate new spoken dialogue
Use a text-to-speech library, like Google Text-to-Speech, to generate new spoken dialogue in the desired language
Save the generated audio as separate files
Step 5: Synthesize lip movements
Extract the frames from the video using a library like OpenCV
Use a deepfake library, like DeepSpeech, to generate new lip movements for each frame that correspond to the new dialogue
Save the modified frames as separate files
Step 6: Combine the new lip movements and audio
Combine the modified frames and generated audio files to create a new video
Use a video editing library, like MoviePy, to synchronize the audio and video
Once you have completed these steps, you will have a video with altered dialogue, lip movements, and translations.
—–
WILL REACH OUT WITH MORE DETAILS LATER
APPLY FOR THIS JOB:
Company: Ecom Dream
Name: Meta Frazo
Email: