Transcription by Generative AI
Generative AI can be a valuable tool for transcribing conversations in videos where multiple people are engaged in discussion. Here's how generative AI can assist in this context: 1. Automatic Speech Recognition (ASR) : Generative AI can be trained as part of an ASR system to recognize and transcribe spoken language. ASR models can be designed to handle multiple speakers by distinguishing between different voices and tagging them accordingly. 2. Speaker Diarization : Speaker diarization is the process of determining "who said what" in a multi-speaker conversation. Generative AI can help identify and separate different speakers based on their unique speech patterns and characteristics. 3. Contextual Understanding : Advanced generative models, such as those based on transformers, have improved contextual understanding. They can take into account the context of the conversation, helping to disambiguate homophones and understand the meaning of words based on the surrounding...