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I have couple of audio recordings of length 5 -7 min. I also have corresponding text to each audio file. I am not subject matter expert on speech to text but I am vaguely aware that much smaller audio files (10 sec) are used to fine-tune speech recognition model . So I want to split audio files into meaningful partitions . Correct me if I am wrong in assumption that I cannot train model with large audio files.

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Some toolkits like Kaldi can handle longer inputs. Others indeed require 10 seconds or so. It depends on the tools you gonna use.

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  • $\begingroup$ I am definitely going to split audio files because i have very low no of files already , i thought i could increase samples by audio segmentation.I am actually collecting this dataset to fine tune model to Asian Indian Accent.Also there is limit to amount of hours of audio that i can collect. $\endgroup$ – Papasani Mohansrinivas Mar 31 at 19:59

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