I am trying to create a speech recognition dataset especially for Indian Accents. I am taking from colleagues to build this. Daily i send a article link and ask them to record and upload to google drive. I have a problem with this approach. All audio recordings of length 5 -7 min. I am using DeepSpeech model for this and it requires 10 sec audio sentences . Suggest me any approach if possible to segment audio files into corresponding sentence phrases or to build a better with 5 min length audio files. Suggestions are more than welcome on better way to create a speech to text dataset.
I apologize in advance if this stack overflow is inappropriate for this question.