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Speech Condenser: A tool for summarizing dialogues from videos or audio

github.com

2 points by nezhar 2 years ago · 1 comment

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nezharOP 2 years ago

Here's how it works:

* Audio Extraction: First, it extracts the audio from the video. * Speaker Diarization: It then identifies the different speakers in the audio. * Split Audio: The audio is split into smaller chunks based on the identified speakers. * Speech to Text: Each chunk is transcribed into text. * Combine ASR and Diarization: The transcriptions (from Automatic Speech Recognition) are combined with the diarization results to provide a structured, text-based dialogue for each identified speaker. * Summarization: Finally, the dialogue is condensed into a summary for a quick overview.

The entire process is containerized to ensure seamless and efficient operation. I'd love to get feedback or suggestions.

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